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<meta name="author" content="John C. Stanko" />

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<title>Role Theory, Non-Coercive Influence, and the Agency of Target States: The Case of Kazakhstan’s Ambassadorial Corps and the Russian Diplomatic Academy</title>

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ke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbG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) 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<h1 class="title toc-ignore">Role Theory, Non-Coercive Influence, and
the Agency of Target States: The Case of Kazakhstan’s Ambassadorial
Corps and the Russian Diplomatic Academy</h1>
<h4 class="author">John C. Stanko</h4>
<h4 class="date">2024-05-23</h4>

</div>


<pre class="r"><code>#List of required packages
package_list &lt;- c(&quot;berryFunctions&quot;, &quot;countrycode&quot;, &quot;doBy&quot;, &quot;dplyr&quot;, &quot;estimatr&quot;, &quot;ggeffects&quot;, &quot;ggplot2&quot;,
  &quot;jtools&quot;, &quot;lubridate&quot;, &quot;marginaleffects&quot;, &quot;margins&quot;, &quot;pROC&quot;, &quot;readxl&quot;, &quot;reshape2&quot;, &quot;stargazer&quot;, &quot;unvotes&quot;)</code></pre>
<pre><code>## [[1]]
## [1] &quot;berryFunctions&quot; &quot;stats&quot;          &quot;graphics&quot;       &quot;grDevices&quot;     
## [5] &quot;utils&quot;          &quot;datasets&quot;       &quot;methods&quot;        &quot;base&quot;          
## 
## [[2]]
## [1] &quot;countrycode&quot;    &quot;berryFunctions&quot; &quot;stats&quot;          &quot;graphics&quot;      
## [5] &quot;grDevices&quot;      &quot;utils&quot;          &quot;datasets&quot;       &quot;methods&quot;       
## [9] &quot;base&quot;          
## 
## [[3]]
##  [1] &quot;doBy&quot;           &quot;countrycode&quot;    &quot;berryFunctions&quot; &quot;stats&quot;         
##  [5] &quot;graphics&quot;       &quot;grDevices&quot;      &quot;utils&quot;          &quot;datasets&quot;      
##  [9] &quot;methods&quot;        &quot;base&quot;          
## 
## [[4]]
##  [1] &quot;dplyr&quot;          &quot;doBy&quot;           &quot;countrycode&quot;    &quot;berryFunctions&quot;
##  [5] &quot;stats&quot;          &quot;graphics&quot;       &quot;grDevices&quot;      &quot;utils&quot;         
##  [9] &quot;datasets&quot;       &quot;methods&quot;        &quot;base&quot;          
## 
## [[5]]
##  [1] &quot;estimatr&quot;       &quot;dplyr&quot;          &quot;doBy&quot;           &quot;countrycode&quot;   
##  [5] &quot;berryFunctions&quot; &quot;stats&quot;          &quot;graphics&quot;       &quot;grDevices&quot;     
##  [9] &quot;utils&quot;          &quot;datasets&quot;       &quot;methods&quot;        &quot;base&quot;          
## 
## [[6]]
##  [1] &quot;ggeffects&quot;      &quot;estimatr&quot;       &quot;dplyr&quot;          &quot;doBy&quot;          
##  [5] &quot;countrycode&quot;    &quot;berryFunctions&quot; &quot;stats&quot;          &quot;graphics&quot;      
##  [9] &quot;grDevices&quot;      &quot;utils&quot;          &quot;datasets&quot;       &quot;methods&quot;       
## [13] &quot;base&quot;          
## 
## [[7]]
##  [1] &quot;ggplot2&quot;        &quot;ggeffects&quot;      &quot;estimatr&quot;       &quot;dplyr&quot;         
##  [5] &quot;doBy&quot;           &quot;countrycode&quot;    &quot;berryFunctions&quot; &quot;stats&quot;         
##  [9] &quot;graphics&quot;       &quot;grDevices&quot;      &quot;utils&quot;          &quot;datasets&quot;      
## [13] &quot;methods&quot;        &quot;base&quot;          
## 
## [[8]]
##  [1] &quot;jtools&quot;         &quot;ggplot2&quot;        &quot;ggeffects&quot;      &quot;estimatr&quot;      
##  [5] &quot;dplyr&quot;          &quot;doBy&quot;           &quot;countrycode&quot;    &quot;berryFunctions&quot;
##  [9] &quot;stats&quot;          &quot;graphics&quot;       &quot;grDevices&quot;      &quot;utils&quot;         
## [13] &quot;datasets&quot;       &quot;methods&quot;        &quot;base&quot;          
## 
## [[9]]
##  [1] &quot;lubridate&quot;      &quot;jtools&quot;         &quot;ggplot2&quot;        &quot;ggeffects&quot;     
##  [5] &quot;estimatr&quot;       &quot;dplyr&quot;          &quot;doBy&quot;           &quot;countrycode&quot;   
##  [9] &quot;berryFunctions&quot; &quot;stats&quot;          &quot;graphics&quot;       &quot;grDevices&quot;     
## [13] &quot;utils&quot;          &quot;datasets&quot;       &quot;methods&quot;        &quot;base&quot;          
## 
## [[10]]
##  [1] &quot;marginaleffects&quot; &quot;lubridate&quot;       &quot;jtools&quot;          &quot;ggplot2&quot;        
##  [5] &quot;ggeffects&quot;       &quot;estimatr&quot;        &quot;dplyr&quot;           &quot;doBy&quot;           
##  [9] &quot;countrycode&quot;     &quot;berryFunctions&quot;  &quot;stats&quot;           &quot;graphics&quot;       
## [13] &quot;grDevices&quot;       &quot;utils&quot;           &quot;datasets&quot;        &quot;methods&quot;        
## [17] &quot;base&quot;           
## 
## [[11]]
##  [1] &quot;margins&quot;         &quot;marginaleffects&quot; &quot;lubridate&quot;       &quot;jtools&quot;         
##  [5] &quot;ggplot2&quot;         &quot;ggeffects&quot;       &quot;estimatr&quot;        &quot;dplyr&quot;          
##  [9] &quot;doBy&quot;            &quot;countrycode&quot;     &quot;berryFunctions&quot;  &quot;stats&quot;          
## [13] &quot;graphics&quot;        &quot;grDevices&quot;       &quot;utils&quot;           &quot;datasets&quot;       
## [17] &quot;methods&quot;         &quot;base&quot;           
## 
## [[12]]
##  [1] &quot;pROC&quot;            &quot;margins&quot;         &quot;marginaleffects&quot; &quot;lubridate&quot;      
##  [5] &quot;jtools&quot;          &quot;ggplot2&quot;         &quot;ggeffects&quot;       &quot;estimatr&quot;       
##  [9] &quot;dplyr&quot;           &quot;doBy&quot;            &quot;countrycode&quot;     &quot;berryFunctions&quot; 
## [13] &quot;stats&quot;           &quot;graphics&quot;        &quot;grDevices&quot;       &quot;utils&quot;          
## [17] &quot;datasets&quot;        &quot;methods&quot;         &quot;base&quot;           
## 
## [[13]]
##  [1] &quot;readxl&quot;          &quot;pROC&quot;            &quot;margins&quot;         &quot;marginaleffects&quot;
##  [5] &quot;lubridate&quot;       &quot;jtools&quot;          &quot;ggplot2&quot;         &quot;ggeffects&quot;      
##  [9] &quot;estimatr&quot;        &quot;dplyr&quot;           &quot;doBy&quot;            &quot;countrycode&quot;    
## [13] &quot;berryFunctions&quot;  &quot;stats&quot;           &quot;graphics&quot;        &quot;grDevices&quot;      
## [17] &quot;utils&quot;           &quot;datasets&quot;        &quot;methods&quot;         &quot;base&quot;           
## 
## [[14]]
##  [1] &quot;reshape2&quot;        &quot;readxl&quot;          &quot;pROC&quot;            &quot;margins&quot;        
##  [5] &quot;marginaleffects&quot; &quot;lubridate&quot;       &quot;jtools&quot;          &quot;ggplot2&quot;        
##  [9] &quot;ggeffects&quot;       &quot;estimatr&quot;        &quot;dplyr&quot;           &quot;doBy&quot;           
## [13] &quot;countrycode&quot;     &quot;berryFunctions&quot;  &quot;stats&quot;           &quot;graphics&quot;       
## [17] &quot;grDevices&quot;       &quot;utils&quot;           &quot;datasets&quot;        &quot;methods&quot;        
## [21] &quot;base&quot;           
## 
## [[15]]
##  [1] &quot;stargazer&quot;       &quot;reshape2&quot;        &quot;readxl&quot;          &quot;pROC&quot;           
##  [5] &quot;margins&quot;         &quot;marginaleffects&quot; &quot;lubridate&quot;       &quot;jtools&quot;         
##  [9] &quot;ggplot2&quot;         &quot;ggeffects&quot;       &quot;estimatr&quot;        &quot;dplyr&quot;          
## [13] &quot;doBy&quot;            &quot;countrycode&quot;     &quot;berryFunctions&quot;  &quot;stats&quot;          
## [17] &quot;graphics&quot;        &quot;grDevices&quot;       &quot;utils&quot;           &quot;datasets&quot;       
## [21] &quot;methods&quot;         &quot;base&quot;           
## 
## [[16]]
##  [1] &quot;unvotes&quot;         &quot;stargazer&quot;       &quot;reshape2&quot;        &quot;readxl&quot;         
##  [5] &quot;pROC&quot;            &quot;margins&quot;         &quot;marginaleffects&quot; &quot;lubridate&quot;      
##  [9] &quot;jtools&quot;          &quot;ggplot2&quot;         &quot;ggeffects&quot;       &quot;estimatr&quot;       
## [13] &quot;dplyr&quot;           &quot;doBy&quot;            &quot;countrycode&quot;     &quot;berryFunctions&quot; 
## [17] &quot;stats&quot;           &quot;graphics&quot;        &quot;grDevices&quot;       &quot;utils&quot;          
## [21] &quot;datasets&quot;        &quot;methods&quot;         &quot;base&quot;</code></pre>
<pre class="r"><code>##Begin analysis of the ambassadorial corps dataset
#Load the ambassadorial data
dataset &lt;- read_xlsx(&quot;FPA_Kazakhstan-RDA-Role-Theory_Full-Dataset_JCStanko.xlsx&quot;)
#Subset to only keep ambassadors in the dataset
data &lt;- subset(dataset, ambassador == 1)</code></pre>
<pre class="r"><code>##Make sure several key variables read in as numbers
data$jan1_age &lt;- as.numeric(data$jan1_age)
data$reg_num &lt;- as.numeric(data$reg_num)
data$female &lt;- as.numeric(data$female)
data$rda_edu &lt;- as.numeric(data$rda_edu)
data$rda_edu_full &lt;- as.numeric(data$rda_edu_full)
data$kaz_mfa_edu &lt;- as.numeric(data$kaz_mfa_edu)
data$kaz_mfa_full &lt;- as.numeric(data$kaz_mfa_full)
data$other_mfa_edu &lt;- as.numeric(data$other_mfa_edu)
data$other_mfa_edu_full &lt;- as.numeric(data$other_mfa_edu_full)
data$capital &lt;- as.numeric(data$reg_num == 1 | data$reg_num == 2)
data$tot_amb_yrs &lt;- as.numeric(data$tot_amb_yrs)
data$amb_yrs &lt;- as.numeric(data$amb_yrs)</code></pre>
<pre class="r"><code>##Remove NAs from relevant categories since that data could not be located in any sources
data &lt;- data[!is.na(data$rda_edu), ]
data &lt;- data[!is.na(data$kaz_mfa_edu), ]
data &lt;- data[!is.na(data$jan1_age), ]
data &lt;- data[!is.na(data$amb_yrs), ]
data &lt;- data[!is.na(data$female), ]
data &lt;- data[!is.na(data$capital), ]
data &lt;- data[!is.na(data$tot_amb_yrs), ]
data &lt;- data[!is.na(data$amb_yrs), ]</code></pre>
<pre class="r"><code>##Add a dummy variable for whether a posting was occupied by the same individual as the prior year
data$same_prior_yr &lt;- 0
sub &lt;- unique(data$ccode)
for (i in 1:length(sub)) {
  j &lt;- subset(data, ccode == sub[[i]])
  data$same_prior_yr[which(data$ccode == sub[[i]] &amp; data$year == j$year[1])] &lt;- 0
  if (nrow(j) &gt; 1) {
    for (k in 2:nrow(j)) {
      data$same_prior_yr[which(data$ccode == sub[[i]] &amp; data$year == j$year[k])] &lt;- ifelse(j$last[k] == j$last[k-1] &amp; j$first[k] == j$first[k-1], 1, 0)
    }
  }
}</code></pre>
<pre class="r"><code>#Create a data frame for tracking recurrent postings
prior_count &lt;- summaryBy(same_prior_yr ~ year, data = data, fun = c(&quot;sum&quot;))
prior_count$actual &lt;- rep(NA, 30)
prior_count$total &lt;- rep(NA, 30)
prior_count$all &lt;- rep(NA, 30)
prior_count$rda &lt;- rep(NA, 30)
prior_count$kda &lt;- rep(NA, 30)</code></pre>
<pre class="r"><code>#Input the year-by-year data
for (i in 1:nrow(prior_count)) {
  q &lt;- subset(data, year == prior_count$year[i] &amp; same_prior_yr == 1)
  prior_count$actual[i] &lt;- nrow(q)
  r &lt;- subset(data, year == prior_count$year[i])
  prior_count$total[i] &lt;- nrow(r)
  s &lt;- subset(data, year == prior_count$year[i])
  prior_count$all[i] &lt;- nrow(s)
  t &lt;- subset(s, rda_edu == 1)
  prior_count$rda[i] &lt;- nrow(t)
  u &lt;- subset(s, kaz_mfa_edu == 1)
  prior_count$kda[i] &lt;- nrow(u)
}</code></pre>
<pre class="r"><code>#Check total yearly numbers and cohort breakdowns
rus_mid_avg &lt;- c()
final_list &lt;- NULL
cohort_info &lt;- NULL
cohort_info2 &lt;- NULL
unq.amb &lt;- c()
turnover &lt;- data.frame()
unq.experience &lt;- c()
corps_summarizer &lt;- data.frame()
summarizer_hold &lt;- c()
for (k in 1992:2021) {
  #Add year to summary statistics data frame
  summarizer_hold[1] = as.numeric(k)
  #Get the set of ambassadors each year
  y &lt;- subset(data, year == k)
  #Add number of posts to summary statistics data frame
  summarizer_hold[2] = as.numeric(nrow(y))
  #Save the prior year&#39;s results for turnover comparison
  unq.amb.last &lt;- unq.amb
  #Clear the list for each year
  unq.amb &lt;- c()
  p &lt;- c()
  for (i in 1:nrow(y)) {
    p = subset(y, last == y$last[i] &amp; first == y$first[i])
    #Make sure the individual is not already accounted for in the case of multiple postings
    if (is.null(unq.amb)) {
      unq.amb &lt;- rbind(unq.amb, p[nrow(p), ])
    }
    if (i &gt; 1) {
      o &lt;- subset(unq.amb, last == y$last[i] &amp; first == y$first[i])
      if (nrow(o) == 0) {
        unq.amb &lt;- rbind(unq.amb, p[nrow(p), ])
      }
    }
  }
  #Add number of unique ambassadors to summary statistics data frame
  summarizer_hold[3] = as.numeric(nrow(unq.amb))
  
  #Create a variable to track turnover within the ambassadorial corps
  if (k != 1992) {
    whip &lt;- c(as.numeric(unq.amb.last$last %in% unq.amb$last))
    turnover &lt;- rbind(turnover, c(k, sum(whip == 0)))
  }
  #Check how many of the unique ambassadors received RDA training
  x &lt;- subset(unq.amb, rda_edu == 1)
  x1 &lt;- nrow(x) / nrow(unq.amb)
  rus_mid_avg &lt;- rbind(rus_mid_avg, c(k, x1))
  final_list &lt;- rbind(final_list, unq.amb)
  
  #Add RDA alumni total to summary statistics data frame
  summarizer_hold[4] = sum(unq.amb$rda_edu)
  #Add RDA alumni total to summary statistics data frame
  summarizer_hold[5] = sum(unq.amb$kaz_mfa_edu)
  #Add same posting totals to summary statistics data frame
  summarizer_hold[6] = sum(unq.amb$same_prior_yr)
  
  ##If interested in the overall numbers, without regard to dual postings:
  #summarizer_hold[4] = sum(y$rda_edu)
  #summarizer_hold[5] = sum(y$kaz_mfa_edu)
  #summarizer_hold[6] = sum(y$same_prior_yr)
  
  
  ##Create comparative data frame for diplomatic training backgrounds by cohort
  x &lt;- mean(as.numeric(unq.amb$jan1_age), na.rm = T)
  y &lt;- subset(unq.amb, rda_edu == 1 | kaz_mfa_edu == 1 | mfa_edu_abroad == 1)
  a1 &lt;- subset(unq.amb, birth_yr &lt;= 1956) #Breaking down oldest cohort
  b1 &lt;- subset(a1, other_mfa_edu == 1)
  c1 &lt;- subset(a1, rda_edu == 1)
  d1 &lt;- subset(a1, kaz_mfa_edu == 1)
  a2 &lt;- subset(unq.amb, birth_yr &gt;= 1957 &amp; birth_yr &lt;= 1970) #Early/mid-career cohort
  b2 &lt;- subset(a2, other_mfa_edu == 1)
  c2 &lt;- subset(a2, rda_edu == 1)
  d2 &lt;- subset(a2, kaz_mfa_edu == 1)
  a3 &lt;- subset(unq.amb, birth_yr &gt;= 1971) #Post-Soviet cohort
  b3 &lt;- subset(a3, other_mfa_edu == 1)
  c3 &lt;- subset(a3, rda_edu == 1)
  d3 &lt;- subset(a3, kaz_mfa_edu == 1)
  z &lt;- c(x, nrow(unq.amb), nrow(a1), nrow(b1), nrow(c1), nrow(d1), nrow(a2), nrow(b2), nrow(c2), nrow(d2), nrow(a3), nrow(b3), nrow(c3), nrow(d3))
  cohort_info &lt;- rbind(cohort_info, z)
  
  #Get disaggregated cohort info
  e1 &lt;- subset(y, birth_yr &lt;= 1956) #Breaking down oldest cohort
  f1 &lt;- subset(e1, other_mfa_edu == 1)
  g1 &lt;- subset(e1, rda_edu == 1)
  h1 &lt;- subset(e1, kaz_mfa_edu == 1)
  e2 &lt;- subset(y, birth_yr &gt;= 1957 &amp; birth_yr &lt;= 1970) #Early/mid-career cohort
  f2 &lt;- subset(e2, other_mfa_edu == 1)
  g2 &lt;- subset(e2, rda_edu == 1)
  h2 &lt;- subset(e2, kaz_mfa_edu == 1)
  e3 &lt;- subset(y, birth_yr &gt;= 1971) #Post-Soviet cohort
  f3 &lt;- subset(e3, other_mfa_edu == 1)
  g3 &lt;- subset(e3, rda_edu == 1)
  h3 &lt;- subset(e3, kaz_mfa_edu == 1)
  z2 &lt;- c(nrow(y), nrow(e1), nrow(f1), nrow(g1), nrow(h1), nrow(e2), nrow(f2), nrow(g2), nrow(h2), nrow(e3), nrow(f3), nrow(g3), nrow(h3))
  cohort_info2 &lt;- rbind(cohort_info2, z2)
  
  #Update the summary statistics data frame for this year
  corps_summarizer &lt;- rbind(corps_summarizer, summarizer_hold)
  
  #For robustness, log the years of experience among unique ambassadors only
  unq.experience &lt;- rbind(unq.experience, mean(unq.amb$tot_amb_yrs))
}
rus_mid_avg &lt;- data.frame(rus_mid_avg)
colnames(rus_mid_avg) &lt;- c(&quot;year&quot;, &quot;rda_share&quot;)
mean(rus_mid_avg[, 2]) #Overall RDA percentage is around 16.6% annually.</code></pre>
<pre><code>## [1] 0.16607</code></pre>
<pre class="r"><code>#summary(final_list)</code></pre>
<pre class="r"><code>#Format cohort data for ease of presentation
cohort_info &lt;- data.frame(cohort_info)
colnames(cohort_info) &lt;- c(&quot;Avg Age&quot;, &quot;Tot Amb&quot;, &quot;35+ Sum&quot;, &quot;35+ Other&quot;, &quot;35+ RDA&quot;, &quot;35+ KZ&quot;, &quot;21-34 Sum&quot;, &quot;21-34 Other&quot;, &quot;21-34 RDA&quot;, &quot;21-34 KZ&quot;, &quot;U20 Sum&quot;, &quot;U20 Other&quot;, &quot;U20 RDA&quot;, &quot;U20 KZ&quot;)
cohort_info$rda_alums &lt;- as.numeric(cohort_info$`35+ RDA` + cohort_info$`21-34 RDA` + cohort_info$`U20 RDA`)
cohort_info$rda_share &lt;- cohort_info$rda_alums / cohort_info$`Tot Amb`
cohort_info$year &lt;- c(1992:2021)
cohort_info$apa_alums &lt;- as.numeric(cohort_info$`35+ KZ` + cohort_info$`21-34 KZ` + cohort_info$`U20 KZ`)</code></pre>
<pre class="r"><code>#Streamline data further before making plot
cohort_info_simple &lt;- data.frame(cohort_info$year, cohort_info$`35+ RDA`, cohort_info$`21-34 RDA`, cohort_info$`U20 RDA`)
colnames(cohort_info_simple) &lt;- c(&quot;Year&quot;, &quot;35+ Cohort&quot;, &quot;21-34 Cohort&quot;, &quot;Under-20 Cohort&quot;)
cohort_info_simple_plot &lt;- melt(cohort_info_simple, id.vars=&quot;Year&quot;)
colnames(cohort_info_simple_plot) &lt;- c(&quot;Year&quot;, &quot;Cohort&quot;, &quot;Count&quot;)</code></pre>
<pre class="r"><code>##Plot Figure 2 breakdown of cohorts
ggplot(cohort_info_simple_plot, aes(fill = Cohort, x = Year, y = Count)) + 
  geom_bar(position = &quot;stack&quot;, stat = &quot;identity&quot;) +
  scale_x_continuous(breaks = round(seq(min(cohort_info_simple_plot$Year), max(cohort_info_simple_plot$Year), by = 2), 2021)) +
  scale_y_continuous(breaks = round(seq(min(cohort_info_simple_plot$Count), max(25), by = 1), 50)) +
  #scale_color_manual(values = c(&quot;35+ Cohort&quot;=&quot;lightgoldenrod4&quot;, &quot;21-34 Cohort&quot;=&quot;forestgreen&quot;, &quot;Under-20 Cohort&quot;=&quot;steelblue&quot;)) +
  scale_color_manual(values = c(&quot;black&quot;)) +
  scale_fill_manual(&quot;Cohort&quot;, values=c(&quot;#182D1B&quot;, &quot;#5ba300&quot;, &quot;steelblue&quot;)) +
  ylab(&quot;Total Number&quot;) +
  xlab(&quot;Year&quot;) +
  ggtitle(&quot;Figure 2: Breakdown of RDA Alumni by Cohort&quot;) +
  theme_bw() +
  theme(panel.grid.major.x = element_blank(), panel.grid.minor.x = element_blank(),
        plot.title.position = &#39;plot&#39;, plot.title = element_text(hjust = 0.5))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Overlay plots of RDA and APA alumni presence for Figure 3 (NOTE: Must run all three lines at once in Markdown)
plot(cohort_info$year, cohort_info$rda_alums, col = &quot;red2&quot;, main = &quot;Figure 3: Comparison of Ambassadors with RDA or APA Training by Year&quot;, xlab = &quot;Year&quot;, ylab = &quot;Total Alumni&quot;, pch = 19)
points(cohort_info$year, cohort_info$apa_alums, col = &quot;aquamarine4&quot;, pch = 19)
legend(&quot;topleft&quot;, legend = c(&#39;RDA&#39;, &#39;APA&#39;), pch = c(19, 19), col = c(&#39;red2&#39;, &#39;aquamarine4&#39;))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Data frame capturing turnover patterns
turnover_tracker &lt;- data.frame(prior_count$year, prior_count$all, prior_count$total, prior_count$rda, prior_count$kda, prior_count$actual)
colnames(turnover_tracker) &lt;- c(&quot;year&quot;, &quot;total&quot;, &quot;ambs&quot;, &quot;rda&quot;, &quot;kda&quot;, &quot;repeat&quot;)
turnover1 &lt;- insertRows(turnover, 1, new = c(1992, 0))
turnover_tracker &lt;- cbind(turnover_tracker, turnover1$X0L)
#Add RDA alumni total to summary statistics data frame
corps_summarizer &lt;- cbind(corps_summarizer, turnover1$X0L)
colnames(corps_summarizer) &lt;- c(&quot;Year&quot;, &quot;Posts&quot;, &quot;Ambassadors&quot;, &quot;RDA&quot;, &quot;APA&quot;, &quot;Same post&quot;, &quot;Turnover&quot;)</code></pre>
<pre class="r"><code>##Plot the summary statistics of the dataset for Figure 1
corps_summarizer_plot_friendly &lt;- melt(corps_summarizer, id.vars=&quot;Year&quot;)
ggplot(corps_summarizer_plot_friendly, aes( x=Year, y=value, colour=variable)) + 
  geom_line(linewidth = 1.83) +
  scale_x_continuous(breaks = round(seq(min(corps_summarizer_plot_friendly$Year), max(corps_summarizer_plot_friendly$Year), by = 1), 2021)) +
  scale_y_continuous(breaks = round(seq(min(corps_summarizer_plot_friendly$value), max(corps_summarizer_plot_friendly$value), by = 10), 100)) +
  scale_color_manual(values=c(&quot;Posts&quot;=&quot;blue&quot;, &quot;Ambassadors&quot;=&quot;orange&quot;, &quot;RDA&quot;=&quot;red&quot;, &quot;APA&quot;=&quot;aquamarine&quot;, &quot;Same post&quot; = &quot;gray&quot;, &quot;Turnover&quot; = &quot;purple&quot;)) +
  xlab(&quot;Total Number&quot;) +
  ylab(&quot;Year&quot;) +
  ggtitle(&quot;Figure 1: Key Descriptive Statistics of Kazakhstani Ambassadorial Personnel&quot;) +
  theme_bw() +
  theme(panel.grid.major.x = element_blank(), panel.grid.minor.x = element_blank(),
        plot.title.position = &#39;plot&#39;, plot.title = element_text(hjust = 0.5))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>##Final control variable is whether an individual is highly experienced, that is, above the mean number of service years
data$experienced &lt;- as.numeric(data$tot_amb_yrs &gt; mean(data$tot_amb_yrs))
mean(data$tot_amb_yrs) #12.19 years</code></pre>
<pre><code>## [1] 12.18943</code></pre>
<pre class="r"><code>#NB: Using the mean of the unique ambassadors list instead of the full list does not change the substantive results in either Model 1 or 2
data$experienced_alt &lt;- as.numeric(data$tot_amb_yrs &gt; mean(unq.experience))
mean(unq.experience) #9.09 years</code></pre>
<pre><code>## [1] 9.088207</code></pre>
<pre class="r"><code>##Run a logit with predictive modeling to test if the KZ gvt is inducing patterns of diplomatic academy attendance
#Create a prestige variable
data$prestige &lt;- as.numeric(data$maj_pow == 1 | data$neighbor == 1 | data$key_trade_prtnr == 1)
#Unused variable isolating education in Russia from time at the RDA
data$rus_no_rda &lt;- as.numeric(data$rus_edu == 1 &amp; data$rda_edu == 0)</code></pre>
<pre class="r"><code>#Classify diplomatic training backgrounds to serve as the main independent variable
data$dipl_trn &lt;- ifelse(data$rda_edu == 0 &amp; data$kaz_mfa_edu == 0 &amp; data$other_mfa_edu == 0, 0, ifelse(data$rda_edu == 1 &amp; data$kaz_mfa_edu == 0 &amp; data$other_mfa_edu == 0, 1, ifelse(data$rda_edu == 0 &amp; data$kaz_mfa_edu == 1 &amp; data$other_mfa_edu == 0, 2, ifelse(data$rda_edu == 0 &amp; data$kaz_mfa_edu == 0 &amp; data$other_mfa_edu == 1, 3, 4))))
data$dipl_trn &lt;- ifelse(data$dipl_trn == 0, &quot;None&quot;, ifelse(data$dipl_trn == 1, &quot;RDA&quot;, ifelse(data$dipl_trn == 2, &quot;APA&quot;, ifelse(data$dipl_trn == 3, &quot;Other&quot;, &quot;Multi&quot;))))
data &lt;- subset(data, dipl_trn != &quot;Multi&quot;)
data$dipl_trn &lt;- relevel(factor(data$dipl_trn), ref = &quot;None&quot;)
data$dipl_trn_strict &lt;- ifelse(data$rda_edu_full == 0 &amp; data$kaz_mfa_full == 0 &amp; data$other_mfa_edu_full == 0, 0, ifelse(data$rda_edu_full == 1 &amp; data$kaz_mfa_full == 0 &amp; data$other_mfa_edu_full == 0, 1, ifelse(data$rda_edu_full == 0 &amp; data$kaz_mfa_full == 1 &amp; data$other_mfa_edu_full == 0, 2, ifelse(data$rda_edu_full == 0 &amp; data$kaz_mfa_full == 0 &amp; data$other_mfa_edu_full == 1, 3, 4))))
data$dipl_trn_strict &lt;- ifelse(data$dipl_trn_strict == 0, &quot;None&quot;, ifelse(data$dipl_trn_strict == 1, &quot;RDA&quot;, ifelse(data$dipl_trn_strict == 2, &quot;APA&quot;, ifelse(data$dipl_trn_strict == 3, &quot;Other&quot;, &quot;Multi&quot;))))
data$dipl_trn_strict &lt;- relevel(factor(data$dipl_trn_strict), ref = &quot;None&quot;)#data &lt;- subset(data, year &gt;= 1997)
data$no_mfa_training &lt;- as.numeric(data$dipl_trn == &quot;None&quot;)</code></pre>
<pre class="r"><code>#Generate descriptive statistics regarding prestigious postings for Figure 4
prestige_cut &lt;- subset(data, prestige == 1)
rda_prestige &lt;- data.frame()
apa_prestige &lt;- data.frame()
other_prestige &lt;- data.frame()
none_prestige &lt;- data.frame()
for(i in 1992:2021) {
  cut &lt;- subset(prestige_cut, year == i)
  rda_add &lt;- c(i, nrow(subset(cut, rda_edu == 1)))
  rda_prestige &lt;- rbind(rda_prestige, rda_add)
  apa_add &lt;- c(i, nrow(subset(cut, kaz_mfa_edu == 1)))
  apa_prestige &lt;- rbind(apa_prestige, apa_add)
  other_add &lt;- c(i, nrow(subset(cut, other_mfa_edu == 1)))
  other_prestige &lt;- rbind(other_prestige, other_add)
  none_add &lt;- c(i, nrow(subset(cut, no_mfa_training == 1)))
  none_prestige &lt;- rbind(none_prestige, none_add)
}</code></pre>
<pre class="r"><code>#Convert data to long form and plot as Figure 4
prestige_data &lt;- data.frame(rda_prestige$X1992L, rda_prestige$X0L, apa_prestige$X0L, other_prestige$X0L, none_prestige$X3L)
colnames(prestige_data) &lt;- c(&quot;Year&quot;, &quot;RDA Alum&quot;, &quot;APA Alum&quot;, &quot;Other DA&quot;, &quot;None&quot;)
prestige_data_plot &lt;- melt(prestige_data, id.vars=&quot;Year&quot;)
ggplot(prestige_data_plot, aes( x=Year, y=value, colour=variable)) + 
  geom_line(linewidth = 1.25) +
  geom_point(shape = 19, size = 3) +
  scale_x_continuous(breaks = round(seq(min(prestige_data_plot$Year), max(prestige_data_plot$Year), by = 1), 2021)) +
  scale_y_continuous(breaks = round(seq(min(prestige_data_plot$value), max(prestige_data_plot$value), by = 1), 20)) +
  scale_color_manual(values=c(&quot;RDA Alum&quot;=&quot;red3&quot;, &quot;APA Alum&quot;=&quot;aquamarine4&quot;, &quot;Other DA&quot;=&quot;goldenrod&quot;, &quot;None&quot;=&quot;burlywood4&quot;)) +
  #scale_fill_manual(values=c(&quot;RDA Alum&quot;=&quot;red1&quot;, &quot;APA Alum&quot;=&quot;aquamarine&quot;, &quot;Other DA&quot;=&quot;goldenrod1&quot;, &quot;None&quot;=&quot;burlywood1&quot;)) +
  ylab(&quot;Total Number&quot;) +
  xlab(&quot;Year&quot;) +
  ggtitle(&quot;Figure 4: Prestigious Postings by Background&quot;) +
  theme_bw() +
  theme(panel.grid.major.x = element_blank(), panel.grid.minor.x = element_blank(),
        plot.title.position = &#39;plot&#39;, plot.title = element_text(hjust = 0.5))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#For the first, primary model, the more restrictive criterion of completing an RDA or APA degree program is used
logit.01 &lt;- glm(prestige ~ dipl_trn_strict + experienced + same_prior_yr + jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), data = data)
summary(logit.01)</code></pre>
<pre><code>## 
## Call:
## glm(formula = prestige ~ dipl_trn_strict + experienced + same_prior_yr + 
##     jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), 
##     data = data)
## 
## Coefficients:
##                        Estimate Std. Error z value    Pr(&gt;|z|)    
## (Intercept)           -0.795925   0.411460  -1.934     0.05307 .  
## dipl_trn_strictAPA    -0.529515   0.290772  -1.821     0.06860 .  
## dipl_trn_strictOther -13.659329 359.968812  -0.038     0.96973    
## dipl_trn_strictRDA     0.514477   0.140483   3.662     0.00025 ***
## experienced           -0.664329   0.121533  -5.466 0.000000046 ***
## same_prior_yr          0.199115   0.122278   1.628     0.10344    
## jan1_age              -0.004304   0.007985  -0.539     0.58990    
## for_min                0.044420   0.184409   0.241     0.80965    
## capital               -0.334092   0.150909  -2.214     0.02684 *  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2306.2  on 2026  degrees of freedom
## Residual deviance: 2244.8  on 2018  degrees of freedom
## AIC: 2262.8
## 
## Number of Fisher Scoring iterations: 13</code></pre>
<pre class="r"><code>nobs(logit.01) #2027</code></pre>
<pre><code>## [1] 2027</code></pre>
<pre class="r"><code>exp(logit.01$coefficients)</code></pre>
<pre><code>##          (Intercept)   dipl_trn_strictAPA dipl_trn_strictOther 
##       0.451163842126       0.588890596285       0.000001169038 
##   dipl_trn_strictRDA          experienced        same_prior_yr 
##       1.672763759171       0.514618551961       1.220322628775 
##             jan1_age              for_min              capital 
##       0.995705455809       1.045421061362       0.715987696484</code></pre>
<pre class="r"><code>#RDA attendance increases the likelihood of a prestigious posting by over 67%</code></pre>
<pre class="r"><code>#As requested by a reviewer, calculating the marginal effects of each variable in the model
summary(margins(logit.01))</code></pre>
<pre><code>##                factor     AME     SE        z      p   lower   upper
##               capital -0.0618 0.0278  -2.2210 0.0263 -0.1163 -0.0073
##    dipl_trn_strictAPA -0.0834 0.0395  -2.1109 0.0348 -0.1609 -0.0060
##  dipl_trn_strictOther -0.2451 0.0106 -23.1129 0.0000 -0.2659 -0.2244
##    dipl_trn_strictRDA  0.1043 0.0302   3.4583 0.0005  0.0452  0.1634
##           experienced -0.1229 0.0220  -5.5778 0.0000 -0.1660 -0.0797
##               for_min  0.0082 0.0341   0.2409 0.8096 -0.0586  0.0751
##              jan1_age -0.0008 0.0015  -0.5391 0.5898 -0.0037  0.0021
##         same_prior_yr  0.0368 0.0226   1.6315 0.1028 -0.0074  0.0811</code></pre>
<pre class="r"><code>#Plot the marginal effects (unused figure)
effect_plot(logit.01, pred = dipl_trn_strict, y.label = &quot;Change in Predicted Probability of Prestigious Posting&quot;, x.label = &quot;Diplomatic Training Background&quot;, colors = &quot;black&quot;) +
  ggtitle(&quot;Average Marginal Effect of Diplomatic Training on Prestigious Postings&quot;) + theme_minimal()</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Generate a receiver operator curve for Model 1 (not used in final draft)
logit.pred.full &lt;- predict(logit.01, type = &quot;response&quot;)
ci.pred.full &lt;- ci.thresholds(roc(as.numeric(data$prestige), logit.pred.full), conf.level = 0.95)
roc.any &lt;- plot.roc(as.numeric(data$prestige), logit.pred.full,
                    main = &quot;Model 1 Predictive Power (Prestigious Postings)&quot;, ylab = &quot;True Positive Rate&quot;, xlab = &quot;False Positive Rate&quot;,
                    print.auc = TRUE, print.auc.x = 0.5, print.auc.y = 0.1)
plot(ci.pred.full, length = .01 * ifelse(attr(ci.pred.full, &quot;roc&quot;)$percent, 100, 1), col = par(&quot;fg&quot;))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>##Predicts ~61% of postings. Likely some informative variables such as social networks would improve performance, but this model still has explanatory power.</code></pre>
<pre class="r"><code>#Unreported robustness model using the alternative measure of relative experience
logit.01.01 &lt;- glm(prestige ~ dipl_trn_strict + experienced_alt + same_prior_yr + jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), data = data)
summary(logit.01.01)</code></pre>
<pre><code>## 
## Call:
## glm(formula = prestige ~ dipl_trn_strict + experienced_alt + 
##     same_prior_yr + jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), 
##     data = data)
## 
## Coefficients:
##                        Estimate Std. Error z value     Pr(&gt;|z|)    
## (Intercept)           -0.731209   0.409181  -1.787     0.073936 .  
## dipl_trn_strictAPA    -0.549880   0.290671  -1.892     0.058523 .  
## dipl_trn_strictOther -13.711434 359.878376  -0.038     0.969608    
## dipl_trn_strictRDA     0.495083   0.140307   3.529     0.000418 ***
## experienced_alt       -0.624680   0.113344  -5.511 0.0000000356 ***
## same_prior_yr          0.221271   0.123254   1.795     0.072615 .  
## jan1_age              -0.004792   0.007973  -0.601     0.547839    
## for_min                0.040786   0.184296   0.221     0.824853    
## capital               -0.347973   0.150908  -2.306     0.021118 *  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2306.2  on 2026  degrees of freedom
## Residual deviance: 2245.0  on 2018  degrees of freedom
## AIC: 2263
## 
## Number of Fisher Scoring iterations: 13</code></pre>
<pre class="r"><code>#Similar coefficient and still strongly significant relationship with RDA training</code></pre>
<pre class="r"><code>nobs(logit.01.01) #2027</code></pre>
<pre><code>## [1] 2027</code></pre>
<pre class="r"><code>exp(logit.01.01$coefficients)</code></pre>
<pre><code>##          (Intercept)   dipl_trn_strictAPA dipl_trn_strictOther 
##       0.481326660853       0.577018939701       0.000001109685 
##   dipl_trn_strictRDA      experienced_alt        same_prior_yr 
##       1.640634746655       0.535432873475       1.247661553978 
##             jan1_age              for_min              capital 
##       0.995219732293       1.041629406361       0.706118065279</code></pre>
<pre class="r"><code>#RDA attendance still increases the likelihood of a prestigious posting by over 64%</code></pre>
<pre class="r"><code>#In response to a reviewer&#39;s concern about the &quot;Other Diplomatic Academy&quot; category creating uninformative visualizations, Model 1 was rerun with only the APA and RDA classifications
data_short &lt;- subset(data, dipl_trn_strict != &quot;Other&quot;)
logit.01.05 &lt;- glm(prestige ~ dipl_trn_strict + experienced + same_prior_yr + jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), data = data_short)
summary(logit.01.05)</code></pre>
<pre><code>## 
## Call:
## glm(formula = prestige ~ dipl_trn_strict + experienced + same_prior_yr + 
##     jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), 
##     data = data_short)
## 
## Coefficients:
##                     Estimate Std. Error z value    Pr(&gt;|z|)    
## (Intercept)        -0.795925   0.411460  -1.934     0.05307 .  
## dipl_trn_strictAPA -0.529515   0.290772  -1.821     0.06860 .  
## dipl_trn_strictRDA  0.514477   0.140482   3.662     0.00025 ***
## experienced        -0.664329   0.121533  -5.466 0.000000046 ***
## same_prior_yr       0.199115   0.122278   1.628     0.10344    
## jan1_age           -0.004304   0.007985  -0.539     0.58990    
## for_min             0.044420   0.184409   0.241     0.80965    
## capital            -0.334092   0.150909  -2.214     0.02684 *  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2302.7  on 2020  degrees of freedom
## Residual deviance: 2244.8  on 2013  degrees of freedom
## AIC: 2260.8
## 
## Number of Fisher Scoring iterations: 4</code></pre>
<pre class="r"><code>#NB: There were no differences in the substantive findings.</code></pre>
<pre class="r"><code>#Creating Figure 5 to plot the marginal effects of the interaction between RDA attendance and level of experience on prestige of postings
plot_predictions(logit.01.05, condition = c(&quot;dipl_trn_strict&quot;, &quot;experienced&quot;),  x.label = &quot;Diplomatic Training Background&quot;, y.label = &quot;Prestigious Posting Probability&quot;) +
  ggtitle(&quot;Figure 5: Average Marginal Effect of Diplomatic Training and Experience&quot;) + theme_minimal()</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Indications are younger RDA graduates tend to get more prestigious postings than older ones.</code></pre>
<pre class="r"><code>#For this second model, it is not important whether the diplomat attended a training course or a complete degree program, so using the default indicators
logit.02 &lt;- glm(prestige ~ dipl_trn + experienced + same_prior_yr + jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), data = data)
summary(logit.02)</code></pre>
<pre><code>## 
## Call:
## glm(formula = prestige ~ dipl_trn + experienced + same_prior_yr + 
##     jan1_age + for_min + capital, family = binomial(link = &quot;logit&quot;), 
##     data = data)
## 
## Coefficients:
##                Estimate Std. Error z value    Pr(&gt;|z|)    
## (Intercept)   -0.749206   0.411060  -1.823      0.0684 .  
## dipl_trnAPA   -0.633090   0.288690  -2.193      0.0283 *  
## dipl_trnOther -0.121936   0.436398  -0.279      0.7799    
## dipl_trnRDA    0.436972   0.137679   3.174      0.0015 ** 
## experienced   -0.643143   0.121100  -5.311 0.000000109 ***
## same_prior_yr  0.195729   0.122124   1.603      0.1090    
## jan1_age      -0.005120   0.007978  -0.642      0.5211    
## for_min        0.065350   0.183692   0.356      0.7220    
## capital       -0.329222   0.151099  -2.179      0.0293 *  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2306.2  on 2026  degrees of freedom
## Residual deviance: 2250.2  on 2018  degrees of freedom
## AIC: 2268.2
## 
## Number of Fisher Scoring iterations: 4</code></pre>
<pre class="r"><code>nobs(logit.02) #2027</code></pre>
<pre><code>## [1] 2027</code></pre>
<pre class="r"><code>exp(logit.02$coefficients)</code></pre>
<pre><code>##   (Intercept)   dipl_trnAPA dipl_trnOther   dipl_trnRDA   experienced 
##     0.4727416     0.5309485     0.8852053     1.5480129     0.5256379 
## same_prior_yr      jan1_age       for_min       capital 
##     1.2161972     0.9948932     1.0675331     0.7194835</code></pre>
<pre class="r"><code>#RDA training increases the likelihood of a prestigious posting by over 54%</code></pre>
<pre class="r"><code>#As requested by a reviewer, calculating the marginal effects of each variable in the model
summary(margins(logit.02))</code></pre>
<pre><code>##         factor     AME     SE       z      p   lower   upper
##        capital -0.0610 0.0279 -2.1857 0.0288 -0.1157 -0.0063
##    dipl_trnAPA -0.0975 0.0371 -2.6271 0.0086 -0.1703 -0.0248
##  dipl_trnOther -0.0216 0.0750 -0.2880 0.7733 -0.1687  0.1254
##    dipl_trnRDA  0.0878 0.0291  3.0187 0.0025  0.0308  0.1448
##    experienced -0.1192 0.0220 -5.4126 0.0000 -0.1624 -0.0760
##        for_min  0.0121 0.0340  0.3558 0.7220 -0.0546  0.0788
##       jan1_age -0.0009 0.0015 -0.6419 0.5209 -0.0038  0.0019
##  same_prior_yr  0.0363 0.0226  1.6057 0.1083 -0.0080  0.0806</code></pre>
<pre class="r"><code>#Plot the marginal effects (unused figure)
effect_plot(logit.02, pred = dipl_trn, y.label = &quot;Change in Predicted Probability of Prestigious Posting&quot;, x.label = &quot;Diplomatic Training Background&quot;, colors = &quot;black&quot;) +
  ggtitle(&quot;Average Marginal Effect of Diplomatic Training and Experience&quot;) + theme_minimal()</code></pre>
<p><img 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/drD7cWUVMLtN7XUx+u6CzdPRLcfqXBWdha1MsJtO8ddW6Jez/7/vXWG36Q3fD4TH2b3IBAt67Wt+91TmPKNmirmwg33kxr+YMC7ateMejGs098Q2V/dywm0N6O8r1E/xJm3+S3Qr7bfxpTt+z1Tsli51ZP6PlivVOjEWDrSf0D7KbsnTMijNXHGq8Su5PZ4jptLq5322TEdx5v6JzQCrTx57XnMDTnK50yIpvLp6POkYVOD61AGztXD7y7zche6ZQR2Vw+HXWOLHR6aAWa7VHKTr+YfZPtBF/lCcB2r3TKiGwun446RxY6PbQCzc+BKlnt6oLdK50uYpvLp6LOsYXODq9A69MvVv1xgnavdLqIbS6fijrHFjo7vALNTizJTsg48+7qT1+ze6XTRHxz+RTUOb7QuWEWqBBCjIoEKoQQCyKBCiHEgkigQgixIBKoEEIsiAQqhBALIoEKIcSCSKBCCLEgEqgQQiyIBCqEEAsigQohxIJIoEIIsSASqBBCLIgEKoQQCyKBOvz5z2OPgAGlhKCUENhTkkAd2Mtpg1JCUEoI7ClJoA7s5bRBKSEoJQT2lCRQB/Zy2qCUEJQSAntKEqgDezltUEoISgmBPSUJ1IG9nDYoJQSlhMCekgTqwF5OG5QSglJCYE9JAnVgL6cNSglBKSGwpySBOrCX0walhKCUENhTkkAd2Mtpg1JCUEoI7ClJoA7s5bRBKSEoJQT2lCRQB/Zy2qCUEJQSAntKEqgDezltUEoISgmBPSUJ1IG9nDYoJQSlhMCekgTqwF5OG5QSglJCYE9JAnVgL6cNSglBKSGwpySBOrCX0walhKCUENhTkkAd2Mtpg1JCUEoI7ClJoA7s5bRBKSEoJQT2lCRQB/Zy2qCUEJQSAntKEqgDezltUEoISgmBPSUJ1IG9nDYoJQSlhMCekgTqwF5OG5QSglJCYE9JAnVgL6cNSglBKSGwp7SQQF98cmN7+72v2g8/v/HWdy8/olFhL6cNSglBKSGwp7SIQH94fzvjx793H37x8bYEGgVKCUEpIbCntIhA722/9dXs+44uH29LoHGglBCUEgJ7SgsI9PmNfN3zh/ff+I37sAQaCUoJQSkhsKe0gEAfb79d/PvzxqPpBvz/qn2gcaCUEJQSAntKCwj03vYv83+fFCItH31bB5EiQSkhKCUE9pROLtAXHxeb7o4vn6Sb730C/bMQQqwNqxFovkNUAhVCrDfLFGh9ItO9bH+oNuEjQSkhKCUE9pSWswb6OD/+LoFGglJCUEoI7CktRaDPb+QPSaCRwJpSss6MHe6CsPZSyVKOwj/ermhfnkQGezltYE1pbMetlLHDXRDWXipZ6DzQnzv/SqCxwZrS2I5bKWOHuyCsvVSyvCuRtAkfDawpje24lTJ2uAvC2kslC+T+4uPtN/uuhZdAY4E1pbEdt1LGDndBWHupZJHcv2/cjak4fpQjgUYCa0pjO26ljB3ugrD2UslCuX//SerP93JZSqARopTCUFvNEPZeUokd2Mtpg1IKI4FisPeSSuzAXk4blFIYCRSDvZdUYgf2ctqglMJIoBjsvaQSO7CX0walFEYCxWDvJZXYgb2cNiilMBIoBnsvqcQO7OW0QSmFkUAx2HtJJXZgL6cNSimMBIrB3ksqsQN7OW1QSmEkUAz2XlKJHdjLaYNSCiOBYrD3kkrswF5OG5RSGAkUg72XVGIH9nLaoJTCSKAY7L2kEjuwl9MGpRRGAsVg7yWV2IG9nDYopTASKAZ7L6nEDuzltEEphZFAMdh7SSV2YC+nDUopjASKwd5LKrEDezltUEphJFAM9l5SiR3Yy2mDUgojgWKw95JK7MBeThuUUhgJFIO9l1RiB/Zy2qCUwkigGOy9pBI7sJfTBqUURgLFYO8lldiBvZw2KKUwvALFPwiUkOWn1f/ws2+bLP1VTy1SA4JSCrOi+WrAuIZbMctPq/fR453W65659mjpL30akRoQlFKYFc1XA6ydZsry0+p9tCPQJNn4aOmvfQqRGhCUUpgVzVcDbI1mzPLT6n10+vWnqTKv3rlz59Yk2bh251fvJMkrXy79xU8fUgOCUgqzovlqwLiGWzHLT6v/4XQV9FLx5f1cnU/rB9YZqQFBKYVZ0Xw1YFTBrZrlp9X/8H5DlwfJZvr/w+RcBLtBpQYEpRRmRfN1zeBPybMJf7Oxy/NokqnzaBLDNrzUgKCUwvCrwQL+lHwHkRq2nH/jPLS2SA0ISikMvxos4E/JJ1BnDVQCFU2UUhh+NVjAn5J3H+hm62vtAxUlSikMvxos4E/JM/jDJLk49+X0dpLszWb3JzoKLwqUUhh+NVjAn5Jv8Pvp+3ptd3d3K/13Mz+xPooz6aUGBKUUhl8NFvCn5Bt8tuJZ8PqjTKAbe6bjGgmpAUEpheFXgwX8KfkH/+yzbO3zzLWH6dfTW7+OYAfoTGrAUEph+NVgAX9K1INfPlIDglIKw68GC/hToh788pEaEJRSGH41WMCf0tDgq/uBPjQbzthIDQhKKQy/GizgT8k3+KcfNK7Aj+EU+jlSA4JSCsOvBgv4U/LfjUkCFR6UUhh+NVjAn5Jn8AdJcvbdOyWfx3EIfiY1YCilMPxqsIA/Jd/dmBqXcsaE1ICglMLwq8EC/pSAm4nEhNSAoJTC8KvBAv6UgNvZxYTUgKCUwvCrwQL+lIAbKseE1ICglMLwq8EC/pS8B5FiuPdSF6kBQSmF4VeDBfwpeQafroJetx3I6UBqQFBKYfjVYAF/Sp5N+FtXkmTj/G7BVZ3GJBoopTD8arCAPyXfQaTmefQ6kV44KKUw/GqwgD8lCdRBakBQSmH41WABf0rUg18+UgOCUgrDrwYL+FOiHvzykRoQlFIYfjVYwJ8S9eCXj9SAoJTC8KvBAv6U2oOf3sqOuaf/b6Kj8KKJUgrDrwYL+FNqD/54JztkpINIYgClFIZfDRbwpySBOkgNCEopDL8aLOBPiXrwy0dqQFBKYfjVYAF/StSDXz5SA4JSCsOvBgv4U/Jdytk4bnR05Uc6iCQaKKUw/GqwgD8l4H6gMd0cVGpAUEph+NVgAX9KgECPJhKoaKKUwvCrwQL+lDqDbx2AzzmnTXjRQCmF4VeDBfwpdQd/2BXo3ggDGwepAUEpheFXgwX8KXUHP/3n3d0rk/pmoLvvfjHCuEZCakBQSmH41WABf0r6UDkHqQFBKYXhV4MF/CkBpzHFhNSAoJTC8KvBAv6UqAe/fKQGBKUUhl8NFvCnFBj89Os7n9sM5HQgNSAopTD8arCAPyXv4J/+Q7oRf3w5fXtnI/qIeKkBQSmF4VeDBfwp+QZ/kN+CaT9/fxEdUJIaEJRSGH41WMCfkmfwh7k2jybJuUdPd5JLtmMaEakBQSmF4VeDBfwpeQa/n199dJhsfJT9X1ciiSZKKQy/GizgT8lzGtPNzJyFRmM6KVRqQFBKYfjVYAF/SkMn0h/vJJszCVS0UUph+NVgAX9KQwI9muRXwUugwkUpheFXgwX8KQ1twh/ku0C1D1S0UEph+NVgAX9K3oNIm9nh98ycOgovWiilMPxqsIA/Jf9pTBl7s+kHyXw9NA6kBgSlFIZfDRbwp+Q/kT5lMz+QtBHP7UClBgilFIZfDRbwp+S/lPPW1Q/Tf45/cuGu4XDGRmpAUEph+NVgAX9K1INfPlIDglIKw68GC/hToh788pEaEJRSGH41WMCfkn/wzz7bSpKNrWsPDUczOlIDglIKw68GC/hT8g7+ICmJ5yQmqQFDKYXhV4MF/CkNHYU/c373yqtxGVRqQFBKYfjVYAF/Sp7BZzeymx99f3pT54EKF6UUhl8NFvCnNHg7u5zpzfyWInEgNSAopTD8arCAP6XB29nNOZroWnjRRCmF4VeDBfwpAZ8Lr7sxCRelFIZfDRbwpySBOkgNCEopDL8aLOBPybcJn9QXwOt2dsJFKYXhV4MF/CnpIJKD1ICglMLwq8EC/pT8pzGd/SL/6pvLOo1JuCilMPxqsIA/pcHb2W1tbUV2KZLUgKCUwvCrwQL+lLyDvz8pruTcuG45npGRGhCUUhh+NVjAn5J/8NMHV9I10PMfRnMAKUNqQFBKYfjVYAF/StSDXz5SA4JSCsOvBgv4U/IMPqp72DWQGhCUUhh+NVjAn1LP4Ke3s92fZ65Hte1eIDUgKKUw/GqwgD+l7uCPyqNHZ6O5/qhGakBQSmH41WABf0qdwR/vZKuff5HdBzSeC5AqpAYEpRSGXw0W8KfUGfxB8TnwDyZJEtHnGRdIDQhKKQy/GizgT6k9+OnN0psHSUSXcJZIDQhKKQy/GizgT6lHoMWVm9lN6aPbhpcaEJRSGH41WMCfUnvwxztJcfO6+quIkBoQlFIYfjVYwJ+SBOogNSAopTD8arCAPyUJ1EFqQFBKYfjVYAF/ShKog9SAoJTC8KvBAv6UJFAHqQFBKYXhV4MF/CmtWqB/FiJG5moYexSnHcKUjAVKhtatEJRSGP51Kwv4U+oRaJd4RCo1ICilMPxqsIA/JQnUQWpAUEph+NVgAX9KnSuRbu12uRrNFUlSA4JSCsOvBgv4U6Ie/PKRGhCUUhh+NVjAnxL14JeP1ICglMLwq8EC/pSoB798pAYEpRSGXw0W8KdEPfjlIzUgKKUw/GqwgD8l6sEvH6kBQSmF4VeDBfwpUQ9++UgNCEopDL8aLOBPiXrwy0dqQFBKYfjVYAF/StSDXz5SA4JSCsOvBgv4U6Ie/PKRGhCUUhh+NVjAnxL14JeP1ICglMLwq8EC/pSoB798pAYEpRSGXw0W8KcUGPz06zuf2wzkdCA1ICilMPxqsIA/Je/gn/7Do9ns+HL69s5+ZDiekZEaEJRSGH41WMCfkm/wB/k97PYju5ud1AChlMLwq8EC/pQ8gz/MtXk0Sc49erqTXLId04hIDQhKKQy/GizgT8kz+P3UnJlGNz7K/n9O9wMVDZRSGH41WMCfUv/gpzczcxYaPd6JZxteakBQSmH41WABf0r9g58783gn2ZxJoKKNUgrDrwYL+FMaEujRJNmbSaCijVIKw68GC/hTGtqEP8h3gWofqGihlMLwq8EC/pS8B5E2s8PvmTl1FF60UEph+NVgAX9K/tOYMvZm0w+S+XpoHEgNCEopDL8aLOBPyX8ifcpmfiBpY890RKMiNSAopTD8arCAPyX/pZy3rn6Y/nP8kwt3DYczNlIDglIKw68GC/hToh788pEaEJRSGH41WMCfEvXgl4/UgKCUwvCrwQL+lDyDf/Ztk4e2YxoRqQFBKYXhV4MF/Cn5TqRPmuhEetFEKYXhV4MF/ClJoA5SA4JSCsOvBgv4U/JcifT1nYJfXU42/vFzXYkkGiilMPxqsIA/pfDgjybxXMkpNUAopTD8arCAPyVg8Ae6lFM4KKUw/GpYPfVOwrFHsjjA0GNaBZUaEJRSGHYxrB7nMAttUsDAdTs74aKUwnBrwYAkWQuDQmugEqhoopTCUFvBgLY/WbMKD3u6r/uBCgelFIZZChast0Cnt3ZLrkwSHUQSDkopDLMUDOj6kzQs5ET6eFZApQYIpRSG2AkWRCTQM9fi8afUAKGUwhA7wYA+f3KmRTno1SE1ICilMLxKsEACXVOkBgSlFIZXCRZIoGuK1ICglMLwKsGCGAT67LOtJNnYuhbPzUBnUgOGUgrDqwQLIhDoQfW24jmJSWrAUEpheJVgwfoLNPPnmfO7V16Ny6BSA4JSCsOrBBPWxZ8+gR5NknPzT+N8elOfCy9clFIYYidYsO4CbVy+Ob2ZfT58JEgNCEopDLETTFgTf/ou5bzZWOvU7eyEi1IKwywFC9ZboM4d7HQ7O+GilMIwS8GE9fCnBOoiNSAopTDUVjBhLfzp3YRP9qpvDiO6m4jUgKCUwnBrwQZ+feogUgupAUEphWEXgw38KflPYzr7Rf7VN5d1GpNwUUph+NVgAX9KQyfSJ1tbW9k/OpFeOCilMPxqsIA/Je/g70+K3RMb1y3HMzJSA4JSCsOvBgv4U/IPfvrgSroGev7DaA4gZUgNCEopDL8aLOBPiXrwy0dqQFBKYfjVYAF/StSDXz5SA4JSCsOvBgv4U2oPfnpr9+qjWeNTOTOuRrMZLzUgKKUw/GqwgD+l9uCPd5JXvmx9KmeiK5FEE6UUhl8NFvCnJIE6SA0ISikMvxos4E+JevDLR2pAUEph+NVgAX9K1INfPlIDglIKw68GC/hToh788pEaEJRSGH41WMCfkmfwz75tYjukMZEaEJRSGH41WMCfku9+oInLmWtxnMkkNSAopTD8arCAPyVQoEkkt2SSGhCUUhh+NVjAn5Lnhspff5oq8+qdO3duTZKNa3d+9U4k5zJJDQhKKQy/GizgT8kz+HQVtLyJ3f1cnU93orirndSAoJTC8KvBAv6UvHekr3V5kN+RPo4P9pAaEJRSGH41WMCfEvyxxkeTGLbhpQYEpRSGXw0W8KcEfypnHJ/NKTUgKKUw/GqwgD8ln0CdNVAJVDRRSmH41WABf0refaCbra+1D1SUKKUw/GqwgD8lz+APk+Ti3JfT20n2GfH3JzoKLwqUUhh+NVjAn5Jv8Pvp+3ptd1g6PaMAACAASURBVHc3+1jOzfzE+ijOpJcaEJRSGH41WMCfkm/w2YpnweuPMoFu7JmOaySkBgSlFIZfDRbwp+Qf/LPPtvKL4B/Osg/6+HUEO0BnUgOGUgrDrwYL+FOiHvzykRoQlFIYfjVYwJ8S9eCXj9SAoJTC8KvBAv6U9KmcDlIDglIKw68GC/hT0ofKOUgNCEopDL8aLOBPSQJ1kBoQlFIYfjVYwJ8S9eCXj9SAoJTC8KvBAv6UqAe/fKQGBKUUhl8NFvCn5Lmd3a3GcaOjKz/SQSTRQCmF4VeDBfwpwbeziwOpAUEpheFXgwX8KQECjeNWynOkBgSlFIZfDRbwp9QZfM8HckZxI7s5UgOCUgrDrwYL+FPqDv6wK9Ao7iOSIzUgKKUw/GqwgD+l7uCn/7y7e2Wycb66DundL0YY10hIDQhKKQy/GizgTwnYBxoTUgOCUgrDrwYL+FMCTmOKCakBQSmF4VeDBfwpUQ9++UgNCEopDL8aLOBPKTD46dd3PrcZyOlAakBQSmH41WABf0rewT/9h3Qj/vhy+vbOxvBhSAVSA4JSCsOvBgv4U/IN/iC/BdN+/v4iOqAkNSAopTD8arCAPyX/xxqn2jyaJOcePd2J4gON50gNCEopDL8aLOBPyTP4/fzqo8P8s4wPdSWScFBKYfjVYAF/Sp7TmG7mnwI/12hMJ4VKDQhKKQy/GizgT2noRPrjnWRzJoGKNkopDL8aLOBPaUigR5P8KngJVLgopTD8arCAP6WhTfiDfBeo9oGKFkopDL8aLOBPyXsQaTM7/J6ZU0fhRQulFIZfDRbwp+Q/jSljbzb9IJmvh8aB1ICglMLwq8EC/pT8J9KnbOYHkjbiuR2o1AChlMLwq8EC/pT8l3Leuvph+s/xTy7cNRzO2EgNCEopDL8aLOBPiXrwy0dqQFBKYfjVYAF/SoODnz7sf/zFJze2t9/7qvnQn36xvf3G33y3vIGNg9SAoJTC8KvBAv6U/IN/8E52PfzxT651zmH64f3tjB//vn7ocf7I9pu/bz+XDKkBQSmF4VeDBfwp+QY/vT2/D9PxTnK2fRr9ve23vpp9//H2W9UK5/Mbb/ztbPb9L7bfXt1ITZAaEJRSGH41WMCfkm/w+0ly9i8nr3w5/bvOpxo/v5Gve/7w/hu/KR+6t/3zxk+IkRoQlFIYfjVYwJ+S/zzQ68U1nPcnrY81flysZz6eW7PBD+9LoDGglMLwq8EC/pS8VyJdqi6CP8hvKVJzb/uX+b9POhvsz2+8RX4YSWpAUEph+NVgAX9KQ9fCFwI9mjg3E3nxcbHp3tHlH28Uam3wZyFiZK6GsUdx2iFMCRJoeTu73JytuzH5BHpve/uNf+osaey3K8QoEKphBAhTWqZAm3s8X/yff3Vj+43/rXdxPGjjFEEpheHfOLWAPyXfJnx24KgwZ+t2dv5N+NmferbhuZAaEJRSGH41WMCfkmfwB/MbiWQCTWXqHEQaEOjsyTb5USSpAUEpheFXgwX8KXkGfzRJLj7KBfr0cvt2dv6j8PyH4aUGBKUUhl8NFvCnNHQ7u63JxvlX039b91Muz/+szwN98XHhVAk0CpRSGH41WMCfknfwf5gkBe370fdeifS28y8tUgOCUgrDrwYL+FPyD/7ZZ1vpezvTvR1our75Zuda+O2ffTd78bvt2qmcSA0ISikMvxos4E9pkcF/37gb0/MbuTOfzO/G9Ab5QXipAUIpheFXgwX8Kfku5Ry8D/33n6SyfC9f/ywEOvv+r1N9urcIZURqQFBKYfjVYAF/Sr4T6ZOIPgipgdSAoJTC8KvBAv6Uhq5EihCpAUEpheFXgwX8KQ3dTCRCpAYEpRSGXw0W8KfkvRLpXEwfxlkhNSAopTD8arCAPyXP4J99miRnzu8WXO18LNK6IjUgKKUw/GqwgD8l70GkJvHsEJUaEJRSGH41WMCfkgTqIDUgKKUw/GqwgD8l6sEvH6kBQSmF4VeDBfwpUQ9++UgNCEopDL8aLOBPyTP4h7ajODVIDQhKKQy/GizgT6ln8NPb2Y2YzlyP5tB7A6kBQSmF4VeDBfwpdQd/VN7H7mw0h45qpAYEpRSGXw0W8KfUGXx+AP7MX2Q3Uj4X3zqo1ICglMLwq8EC/pQ6gz9I5h/h8SBdEY3vhiJSA4JSCsOvBgv4U2oPfnqz9GZq0s3u89ccqQFBKYXhV4MF/Cn1CLS4j8jRJMJteKkBQSmF4VeDBfwptQd/vFNed1R/FRFSA4JSCsOvBgv4U5JAHaQGBKUUhl8NFvCnJIE6SA0ISikMvxos4E9JAnWQGhCUUhh+NVjAn5IE6iA1ICilMPxqsIA/JQnUQWpAUEph+NVgAX9KEqiD1ICglMLwq8EC/pR6BNolHpFKDQhKKQy/GizgT0kCdZAaEJRSGH41WMCfUudKpFu7XfShcqKJUgrDrwYL+FOiHvzykRoQlFIYfjVYwJ8S9eCXj9SAoJTC8KvBAv6UqAe/fKQGBKUUhl8NFvCnRD345SM1ICilMPxqsIA/JerBLx+pAUEpheFXgwX8KVEPfvlIDQhKKQy/GizgT4l68MtHakBQSmH41WABf0rUg18+UgOCUgrDrwYL+FOiHvzykRoQlFIYfjVYwJ9S9zOR8o9EevZwjMGMj9SAoJTC8Kqh51ru9WH5abW+P97JLnyf/z9CpAYEpRRmRfPVgDH9tnKWn1br++OdbA1UAhUDKKUwK5qvBozpt5Wz/LRa309vJuc+//abnVe++LYmnu15qQFBKYVZ0Xw1YFzDrZjlp9V+4KDnVeNZHZUaEJRSmBXNVwNMhWbN8tNqPzC93X1VCVQ0UUphVjRfDbA1mjHLT6v70PTbO7+dbPzjnZrPdT9Q0UAphVnRfF072Hupv8Q6iCQGUEphJFAM9l7qL/H0Vjw3oXdgL6cNSimMBIrB3ksqsQN7OW1QSmEkUAz2XvKX+NlnW0mysXUtnnOYZvzltEEphZFAMdh7yVvi+nSmS5bjGRn2ctqglMJIoBjsveQrcebPM+d3r7wal0HZy2mDUgojgWKw95KnxEeT5Nzd/KunN5P89iJxwF5OG5RSGAkUg72XPCXeT86Vh+GnN5NNs+GMDXs5bVBKYSRQDPZe8pzGdLOx1nk0ORfNOU3s5bRBKYWRQDHYewk4kT6ms+rZy2mDUgojgWKw95IE6sBeThuUUhgJFIO9l3yb8Mle9c1hok140UQphZFAMdh7SQeRHNjLaYNSCiOBYrD3kv80prNf5F99c1mnMQkXpRRGAsVg76WhE+mTra2tyC5FYi+nDUopjASKwd5L3hLfnxRXcm5ctxzPyLCX0walFEYCxWDvJX+Jpw+upGug5z+M5gBSBns5bVBKYSRQDPZeUokd2Mtpg1IKI4FisPeSSuzAXk4blFIYCRSDvZdUYgf2ctqglMJIoBjsvaQSO7CX0walFEYCxWDvJZXYgb2cNiilMBIoBnsvqcQO7OW0QSmFkUAx2HtJJXZgL6cNSimMBIrB3ksqsQN7OW1QSmEkUAz2XlKJHdjLaYNSCiOBYrD3kkrswF5OG5RSGAkUg72XPDdU/snFqD4OvoK9nDYopTASKAZ7L/nuSJ8kZ65FdRX8HPZy2qCUwkigGOy95Lkj/e28/GfjupPIjL+cNiilMBIoBnsveUv8zTt5B7z2oeVo+kjWmLGzXRD2preAusCGsPfSUIkfzB164a7ZaPoY0W8rZ9RgF4e96S2gLrAh7L00XOLpg8tZG2xcG/GQ0piCWzXjpfpSsDe9BdQFNoS9l4IlfvZBfmv610ZbDR1TcKtmrExfEvamt4C6wIaw91JgDfSzV6vJftFoRG1GcpsJI0X6srA3vQXUBTaEvZcGSlzaMzsW/+z2aJ8tN6LfVs44ib407E1vAXWBDWHvJV+Ji72f9dmgh/Unxa8tanoM9qa3QL2Ewd5LnvNAb+blbx48Ot555UurQY2Fmh6DvektUC9hsPeS/0qkDff0peMdrYGKOexNb4F6CYO9l3wCvfBF66Hp5+t/dbyaHoO96S1QL2Gw95JK3EBNj8He9BaolzDYe8mzD/TW1Xp7/ejKj9Z+432Omh6DvektUC9hsPeSbxO+ccQohsNHc9T0GOxNb4F6CYO9lwCBHk0kUNGEvektUC9hsPdSp8TZAfg263/8fY6aHoO96S1QL2Gw91K3xIddge6NMLAxUNNjsDe9BeolDPZe6pZ4+s+7u1cmG+d3S95tn9G0tqjpMdib3gL1EgZ7LwH7QONBTY/B3vQWqJcw2HsJOI0pHtT0GOxNb4F6CYO9l1TiBmp6DPamt0C9hMHeS+0ST2/tpiuf6f+bxLI6qqbHYG96C9RLGOy91C7x8U7yypftc5li2SGqpsdgb3oL1EsY7L0kgTZQ02OwN70F6iUM9l5SiRuo6THYm94C9RIGey+pxA3U9BjsTW+BegmDvZdU4gZqegz2prdAvYTB3ks9R+G76Ci8aMLe9BaolzDYe6nnIFIXHUQSTdib3gL1EgZ7L0mgDdT0GOxNb4F6CYO9l1TiBmp6DPamt0C9hMHeSypxAzU9BnvTW6BewmDvJZW4gZoeg73pLVAvYbD3kq6Fb6Cmx2BvegvUSxjsvaRLORuo6THYm94C9RIGey9JoA3U9BjsTW+BegmDvZdU4gZqegz2prdAvYTB3ksqcQM1PQZ701ugXsJg76XBEk+/fenl/5mJedOPPQqxDqiX1hRYoA/eyVvgwt2XligNWmvAYF9rsEC9hMHeS74ST29Wh5AuRnISk5oehb3pLVAvYbD3kqfEmT83zv/6zn+8knbBpu2QxkNNj8He9BaolzDYe8lT4sMkuTT/avppkuzZjWdU1PQY7E1vgXoJg72XPJ8Lf7P0Z8p+NKuganoM9qa3QL2Ewd5L/SU+3tn4qPrmaKIT6UUT9qa3QL2Ewd5LPoE2nOl8s9ao6THYm94C9RIGey/5NuGdNdBzkRyHV9NjsDe9BeolDPZe8pT4oLHf86CxP3Sdqa/9H3skpx32prdAnYTB3kueEh/vJK8Xq50HcdxLJHEYezSnG/amt0B9hMHeS75P5bwyPw/0t7uTJDkfwf1Ak0QGhWFvegvURhjsvaQPlcvpvuexR3SaYW96C9RFGOy9JIHmSKAngb3pLVAXYbD3kkqc0fNHQ8H4YW96C9REGOy9pBJnSKAngr3pLVATYbD3kko86/enmt8Pe9NboB7CYO+lgRJPvy148O/WfB+oBHoy2JveAvUQBnsv+Ur89IOIDiJJoCeDvektUA9hsPeS/0T6BuckUNGAvektUA9hsPeS91LOZOP8lUn2X7Jx3XZI9kigJ4O96S1QD2Gw95L3fqDnHmX/38tcuvb3EpFATwZ701ugHsJg76XB+4HObyOyv/53pJc/TwR701ugJsJg76XB+4Ee5vdkOlz/O9JLoCeCvektUBNhsPdSQKDZ1vvxztpvw+tSzhPB3vQWqIsw2Htp8IbK8w/ziOGO9BLoSWBvegvURRjsveQp8X6+93O+KzSKz0SSP08Ae9NboDbCYO8lT4mPJsmFu8WHc+6v/2H4mW6ofBLYm94C9REGey/5SryfX390mCQbk0Qf6SEc2JveAnUSBnsveUv8h2zDfbqfdUEMK6A5anoM9qa3QL2Ewd5LAyX+L6k3p/e3tq7F4k81PQh701ugXsJg7yWVuIGaHoO96S1QL2Gw99JgiaffWg3jdKCmx2BvegvUSxjsveQv8YN38ha4cNdwNCOjpsdgb3oL1EsY7L3kK/H0ZnVM+qL2gQoH9qa3QL2Ewd5LnhJn/sw+F/4/Xkm7YO0vhS9R02OwN70F6iUM9l7ylPiwOvlz+mmy/ndjKlDTY7A3vQXqJQz2XvLeD7Q+eX4/mlVQNT0Ge9NboF7CYO+lwfuBzoniWvgcNT0Ge9NboF7CYO+lwdvZ9Xyz1qjpMdib3gL1EgZ7Lw3ezm7O0SSWaznV9BjsTW+BegmDvZe8Hyq32fg6jpuJqOlR2JveAvUSBnsv+T/W+PVitfNg7T8WvkJNj8He9BaolzDYe6ld4umt3Zwr8/NAf7s7SZLzV7UJLxqwN70F6iUM9l5qlzhd9ewSyyqomh6DvektUC9hsPeSBNpATY/B3vQWqJcw2HtJJW6gpsdgb3oL1EsY7L2kEjdQ02OwN70F6iUM9l5SiRuo6THYm94C9RIGey/5S/zss60k2di69tBwNCOjpsdgb3oL1EsY7L3kLfFBdQgpltPoqZu+59Df2jB2tgtBPHRT1lWgmT/PnN+98moSkUGJm34suVkwdrYLQTx0U9ZUoEeT5Nz8szye3kwa18WvN8RNP57eVs/Y2S4E8dBNWVOB7tcfBj+9qfuBnn7G09vqGTvbhSAeuinrKVDdjYmN8fS2esbOdiGIh27KegpU9wNlYyy5WTB2tgtBPHRTJNA1Qk2PoJQQlBLGegp0erPxQXKHiTbhRY1SQlBKGOspUB1EEl6UEoJSwlhTgR5NkrNf5F99c1mnMYkmSglBKWGsqUDnFyJtbW1l/+hEetFAKSEoJYx1Fejs/qQ4Brpx3XI8o6KmR1BKYchPITBkbQU6mz64kq6Bnv8wkgNIGWp5BKUUYg3OwjJjfQUaIWp4BKUUIElkUJg1Fej+hbu24zgVqN8RlNIwbX8qqyHWU6DHO43zQONB7Y6glIaRQE/Cugr09Fx81O3H9WHsbBeCeOgWrE2dbVhPgTo3ExkZS6FZM3a2C0E8dAvWps42rKdAZwfl7UDHx1Jo1oyd7UIQD92ANSq0CWsq0Gef5jekL7g65qlMdjqzZ8RYF4d46AasUaFNWE+BHu845R91h+hqFTYuI8a6OMRDN2CNCm2CBLpqVquwcRkx1sUhHroBa1RoE9ZToNHCXk4LpIQhJNCTwT7jVFoH9nJaICUMIYGeDPYZ5yntQ9tRnBrYy2mBlDCI/Hki2GdcT22nt7MbMZ25HtFdRCrYy2mBnDCIBHoi2Gdct7ZH5X3szp6ai5HsYC+nBXLCMPLnSWCfcZ3i5gfgz/zFq+n/Y/kopAbs5bRAUhhGAj0J7DOuU9yDZP4RHg/SFdH4bijCXk4LJIUA8ucJYJ9x7epOb5beTE0ay4fJ1bCX0wJZIYT8icM+43oEWtxH5GgS4TY8ezktkBbCSJ8o7DOuXeDjnfK6o/qriGAvpwUSA4JSwmCfcRKoA3s5LZAaEJQSBvuMk0Ad2MtpgdSAoJQw2GecBOrAXk4LpAYEpYTBPuMkUAf2clogNSAoJQz2GSeBOrCX0wKpAUEpYbDPOAnUgb2cFkgNCEoJg33G9Qi0SzwiZS+nBVIDglLCYJ9xEqgDezktkBoQlBIG+4zrXIl0a7fLqB8qZwp7OS2QGhCUEgb7jFOJHdjLaYHUgKCUMNhnnErswF5OC6QGBKWEwT7jVGIH9nJaIDUgKCUM9hmnEjuwl9MCqQFBKWGwzziV2IG9nBZIDQhKCYN9xqnEDuzltEBqQFBKGOwzTiV2YC+nBVIDglLCYJ9xKrEDezktkBoQlBIG+4xTiR3Yy2mB1ICglDDYZ5xK7MBeTgukBgSlhME+41RiB/ZyWiA1ICglDPYZ1ynxs2+7PBxjZKPAXk4LpAYEpYTBPuN0NyYH9nJaIDUgKCUM9hkngTqwl9MCqQFBKWGwz7jO7ey+vpPzaZJsXP3HO3d+9Wqyce1z3c5OVEgNCEoJg33GeUqcroheKr68H9EKKH05LZAaEJQSBvuM85R4v/LnbHaQbBoNZnzYy2mB1ICglDDYZ1x/iac3Nz6qvjmanNMmvKiQGhCUEgb7jOsv8fFOY7Pd+WbNYS+nBVIDglLCYJ9xPoE6a6ASqKiRGhCUEgb7jPPuA93s/XrdYS+nBVIDglLCYJ9xnhIfJsnF+Y7P6e0k2TMc0Liwl9MCqQFBKWGwzzhfiffT6r+2u7v7avrvxfYPX3xyY3v7va+aD/3pr7e333AfYoS9nBZIDQhKCYN9xvlKnK14Flxq/+yH97czfvz7+qHf5Y9sv/GbFQ3TCvZyWiA1ICglDPYZ5y/xs8+ytc8z17p3Erm3/dZXs+8/3n7ru/KRJ9tv/O0se6gpVUbYy2mB1ICglDDYZ9wCJX5+I9fkD+9X65svPt7+5Sx/aP4vL+zltEBqQFBKGOwzbrDE09772D3efrv49+fFIz+8X6x53qseIoW9nBZIDQhKCYN9xvlL/OCd7DZMxz+51r4M6V6xmvmkEKnzIwl07ZEaEJQSBvuMGz6IlAp0Jznrnkb/4uNi0/35jXon6JzGVn3Jn8W6MVfD2KM47SilNQUU6H6SnP3LyStfTv8uSdxL4QcE+ri7Tjr22xVLR2pAUEprCibQwyS5XlwEf3/inkjfEGjrmPsTncYUA9o4RVBKGOwzbuh2dsVdRFq3s/OugT658Qb5MXj+clogNSAoJQz2GTd0O7tCoK2bifgE+ph//ZO/nBZIDQhKCYN9xg3dzq4QaPt2dv1H4X+3Dv6kL6cFUgOCUsJgn3ELCLQ8//Nx45ylF/e23yS/CCmHvZwWSA0ISgmDfcb5NuGzA0eFOQ9bh+G7VyLlV3e2jshzwl5OC6QGBKWEwT7jPCXODxzNBZrK1L0f6IuPt99sXQv/eE38SV9OC6QGBKWEwT7jPCU+miQXH+UCfXo5adydPuf7xt2Ynt9I10OL2zNldE4E5YK9nBZIDQhKCYN9xvlKfJBWf2uycT67I1Pnfnbff5Kq8r18nTMX6JNtCTQepAYEpYTBPuO8Jf7DJCno+HONYS+nBVIDglLCYJ9xQ/cD3Uo74MyFu4ajGR32clogNSAoJQz2GacSO7CX0wKpAUEpYbDPOM9pTLeu1mcuHV35UfuOdmsLezktkBoQlBIG+4wbOpG+75s1h72cFkgNCEoJg33GAQJtXQu/1rCX0wKpAUEpYbDPuE6Jj3eSDue0CS8qpAYEpYTBPuO6JT7sCnSv5xfXE/ZyWiA1ICglDPYZ1y3x9J93d69MNs7vlrz7xQjjGgn2clogNSAoJQz2GQfsA40J9nJaIDUgKCUM9hkHnMYUE+zltEBqQFBKGOwzTiV2YC+nBVIDglLCYJ9xoRJ/azKKUwN7OS2QGhCUEgb7jPOWePrZa/lN6ZOoLoZnL6cFUgOCUsJgn3G+Eh9OkvmneiTJRjxnMdGX0wKpAUEpYbDPOP8Nleenz3/9waRzQ+U1hr2cFkgNCEoJg33GeT8X/my55d75SI91hr2cFkgNCEoJg33G+c4Dbax16lp40URqQFBKGOwzTndjcmAvpwVSA4JSwmCfcVoDdWAvpwVSA4JSwmCfcd59oJu9X6877OW0QGpAUEoY7DPOU+LDJLnwMP/q2W3djUk0kRoQlBIG+4zzlXg/rf7G1tZW9tmc8ayA0pfTAqkBQSlhsM84X4mnnyYFGz81HdC4sJfTAqkBQSlhsM84f4mnD66ka6Dnfx3VbZnYy2mB1ICglDDYZ5xK7MBeTgukBgSlhME+41RiB/ZyWiA1ICglDPYZ1y7x9Nbu1UfZ/5vEc3dl9nJaIDUgKCUM9hnXLvHxTnYXptZHc+pEelEjNSAoJQz2GSeBOrCX0wKpAUEpYbDPOJXYgb2cFkgNCEoJg33GqcQO7OW0QGpAUEoY7DNOJXZgL6cFUgOCUsJgn3GdEj/7tsvDMUY2CuzltEBqQFBKGOwzrucgUhcdRBI1UgOCUsJgn3ESqAN7OS2QGhCUEgb7jOucSP/1nZxPk2Tj6j/eufOrV5ONa5/rRHpRITUgKCUM9hnnKXG6Inqp+PJ+RCug9OW0QGpAUEoY7DPOe0f6S9XXBxHdEJS9nBZIDQhKCYN9xvWXeHrT+Uykc9qEFxVSA4JSwmCfcfpUTgf2clogNSAoJQz2GadP5XRgL6cFUgOCUsJgn3H6VE4H9nJaIDUgKCUM9hnn/1TOi/Mdn1N9KqdwkBoQlBIG+4wb+lTO13Z3d19N/71oOqJRYS+nBVIDglLCYJ9x3k/lvF1dh3TJ85R1hL2cFkgNCEoJg33G+Uv87LNs7fPMtXjuJDLjL6cFUgOCUsJgn3EqsQN7OS2QGhCUEgb7jBss8TSqtc8M9nJaIDUgKCUM9hnnL/GDd7LbMB3/5Fo0lyHN+MtpgdSAoJQw2Gfc8EGkVKA7ydloTqPnL6cFUgOCUsJgn3EDpzGd/cvJK19O/y5J4rkUnr6cFkgNCEoJg33G+U+kv15cBH9/ohPpRQOpAUEpYbDPuKHb2RV3EdHt7EQTqQFBKWGwz7ih29kVAtXNREQTqQFBKWGwz7ih29kVAtXt7EQTqQFBKWGwzzgJ1IG9nBZIDQhKCYN9xvk24bMDR4U5DyM6DM9eTgukBgSlhME+4zwlzg8czQWaylQHkUSN1ICglDDYZ5ynxEeT5OKjXKBPLyeNu9OvO+zltEBqQFBKGOwzzlfig7T6W5ON89kdmSK6nx17OS2QGhCUEgb7jPOW+A+TpCAif9KX0wKpAUEpYbDPuKH7gW6lHXDmwl3D0YwOezktkBoQlBIG+4xTiR3Yy2mB1ICglDDYZ5zvUs64Vjwr2MtpgdSAoJQw2Gec70T6iG4g0oS9nBZIDQhKCYN9xg1diRQh7OW0QGpAUEoY7DNu6GYiEcJeTgukBgSlhME+47xXIp2LcicoezktkBoQlBIG+4zzlPjZp0ly5vxuwVVdCy8qpAYEpYTBPuO8B5GaxLNDlL2cFkgNCEoJg33GSaAO7OW0QGpAUEoY7DNOJXZgL6cFUgOCUsJgn3EqsQN7OS2QGhCUEgb7jPOU+KHtKE4N7OW0QGpAUEoY7DOup8TT29mNmM5cj+bQewP2clogNSAoJQz2Gdct8VF5H7uz0Rw6qmEvpwVSA4JSwmCfcZ0S5wfgz/xFdiPleD4KqYK9nBZIDQhKCYN9xnVKfJDMP8LjQboiGt8NRdjLaYHUgKCUMNhnXLvE05ulN1OTDXQQbQAAG8ZJREFUxvNhciXs5bRAakBQShjsM65HoMV9RI4mEW7Ds5fTAqkBQSlhsM+4domPd8rrjuqvIoK9nBZIDQhKCYN9xkmgDuzltEBqQFBKGOwzTgJ1YC+nBVIDglLCYJ9xEqgDezktkBoQlBIG+4yTQB3Yy2mB1ICglDDYZ5wE6sBeTgukBgSlhME+4yRQB/ZyWiA1ICglDPYZ1yPQLvGIlL2cFkgNCEoJg33GSaAO7OW0QGpAUEoY7DOucyXSrd0u+lA5USM1ICglDPYZpxI7sJfTAqkBQSlhsM84ldiBvZwWSA0ISgmDfcapxA7s5bRAakBQShjsM04ldmAvpwVSA4JSwmCfcSqxA3s5LZAaEJQSBvuMU4kd2MtpgdSAoJQw2GecSuzAXk4LpAYEpYTBPuNUYgf2clogNSAoJQz2GacSO7CX0wKpAUEpYbDPOJXYgb2cFkgNCEoJg33GqcQO7OW0QGpAUEoY7DNuqMTfljw0G87YsJfTAqkBQSlhsM84X4mffqC7MYlepAYEpYTBPuM8JXbvaieBihqpAUEpYbDPOE+JD5Lk7Lt3Sj7X7exEhdSAoJQw2Gdcf4mnN5NN44GcDtjLaYHUgKCUMNhnXH+Jj3c2PjIeyOmAvZwWSA0ISgmDfcb5BBrPbk8H9nJaIDUgKCUM9hnn24Rf1hron8W6MVfD2KM47SilNQUS6OwgubQcgZLB/vfQAq1bISglDPYZ5ylxugp63XYgpwP2cq6e+uS2sUdyulFGGOwzzrMJf+tKkmyc16dyCpfEYezRnGaUEAb7jPMdRHImSjxHlNjLuWKSRAYFUUAY7DNOAnVgL+dqaftTgvCjfDDYZ5xK7MBeztUigeIoHwz2GacSO7CXc6V0/SlDeFE8GOwzTiV2YC/nSpFAT4DiwWCfce0ST29lx9zT/zfRUXjR708pwofSwWCfce0SH+9kh4x0EEl0kEBPgtLBYJ9xEqgDezlXiQR6EpQOBvuMU4kd2Mu5SiTQk6B0MNhnnErswF7OVSKBngSlg8E+41RiB/ZyrhIJ9CQoHQz2GacSO7CXc6XInydA8WCwzziV2IG9nCtFAj0BigeDfcapxA7s5Vwt8ieO8sFgn3EqsQN7OVeLBIqjfDDYZ5xK7MBezhUjf8IoIAz2GacSO7CXc9XInyhKCIN9xqnEDuzlXD3SJ4YywmCfcYMlnj60GsZpgb2cFkgNCEoJg33G+Uv84J3sIvjjn1yL5lZMM/5yWiA1ICglDPYZ5yvx9HZW/1SgO8nZaG4lwl9OC6QGBKWEwT7jfCXeT5Kzfzl55cvp3yXJuXjWQdnLaYHUgKCUMNhnnKfEh0lyfXa8k93H7v4k2bMd04iwl9MCqQFBKWGwzzhPifeTS7NCoLODZNN0SGPCXk4LpAYEpYTBPuP6Szy9ufFRJdCjiW6oLGqkBgSlhME+43yfC585sxBo8U8UsJfTAqkBQSlhsM84CdSBvZwWSA0ISgmDfcb5NuGzA0eFOQ8jOgzPXk4LpAYEpYTBPuM8Jc4PHM0FmspUB5FEjdSAoJQw2Gecp8RHk+Tio1ygTy8n2QGlSGAvpwVSA4JSwmCfcb4SH6TV35psnH81/feS6YhGhb2cFkgNCEoJg33GeUv8h0l5152I/ElfTgukBgSlhME+4/wlfvbZVtoBZy7cNRzN6LCX0wKpAUEpYbDPOJXYgb2cFkgNCEoJg33GqcQO7OW0QGpAUEoY7DPOU+Jn3zaxHdKYsJfTAqkBQSlhsM8435VIicuZSG6rzF5OC6QGBKWEwT7jQIEmkZwMyl5OC6QGBKWEwT7jPJdyfv1pqsyrd+7cuTVJNq7d+VX+8R7GQxsD9nJaIDUgKCUM9hnnKXG6Clqe/nk/V+fTnSjOB2UvpwVSA4JSwmCfcUM3VC6Y31A5jluKsJfTAqkBQSlhsM+4oRsqFxxNMnXGcVtl9nJaIDUgKCUM9hk3dD9Q55s47grKXk4LpAYEpYTBPuN8AnXWQCVQUSM1ICglDPYZ590Hutn6WvtAxRypAUEpYbDPOP/HGl+c+3J6O8nuTn9/oqPwIkdqQFBKGOwzzlfi/bT6r+3u7mZ3ZNrMT6yP4kx69nJaIDUgKCUM9hnnK3G24lnw+qNMoBt7puMaCfZyWiA1ICglDPYZF7wf6LWH6dfTW7+OYAfojL+cFkgNCEoJg33GqcQO7OW0QGpAUEoY7DNOJXZgL6cFUgOCUsJgn3FDJa7uB/rQbDhjw15OC6QGBKWEwT7jfCV++kFSE8Mp9HPYy2mB1ICglDDYZ5z/bkwSqOhFakBQShjsM85T4oMkOfvunZLP4zgEP+MvpwVSA4JSwmCfcb67MTUu5YwJ9nJaIDUgKCUM9hkH3EwkJtjLaYHUgKCUMNhnHHA7u5hgL6cFUgOCUsJgn3HADZVjgr2cFkgNCEoJg33GeQ8ixXDvpS7s5bRAakBQShjsM85T4nQV9LrtQE4H7OW0QGpAUEoY7DPOswl/60qSbJzfLbiq05hEhdSAoJQw2Gec7yBS8zx6nUgvGkgNCEoJg33GSaAO7OW0QGpAUEoY7DNOJXZgL6cFUgOCUsJgn3EqsQN7OS2QGhCUEgb7jFOJHdjLaYHUgKCUMNhn3ECJp+XtQB/8O+0DFRVSA4JSwmCfcbofqAN7OS2QGhCUEgb7jIPuB3pOAhUVUgOCUsJgn3H++4FunL8yyf5LYromib2cFkgNCEoJg33Gee8Heu5R9v+9zKXnorkQib6cFkgNCEoJg33GDd4PdH5Lkf1Mo5HAXk4LpAYEpYTBPuMG7wd6mN+X/jCiu9Ozl9MCqQFBKWGwz7iAQLOt9+OdeLbh2ctpgdSAoJQw2Gfc4A2VjyaZR2O6PT17OS2QGhCUEgb7jPOUeD/f+znfFTrXaBywl9MCqQFBKWGwzzhPiY8myYW72WH4S5lMtQkvaqQGBKWEwT7jfCXez68/OkySjUkS0cd7sJfTAqkBQSlhsM84b4n/kG24T/fzC5GiWQGlL6cFUgOCUsJgn3EDJf4vqTen97e2rsXjT/pyWiA1ICglDPYZpxI7sJfTAqkBQSlhsM84ldiBvZwWSA0ISgmDfcYNlbi8H+i3D82GMzbs5bRAakBQShjsM85X4qnuByr6kRoQlBIG+4yD7gcqgYoaqQFBKWGwzzj//UDPvHun5PNojsOzl9MCqQFBKWGwzzjv/UDjuQNTE/ZyWiA1ICglDPYZN3g/0PhgL6cFUgOCUsJgn3GDt7OLD/ZyWiA1ICglDPYZN3g7u/hgL6cFUgOCUsJgn3Heg0jx3ECkCXs5LZAaEJQSBvuM857GFNNncdawl9MCqQFBKWGwz7h2iae3dnPeyT7XeLfgqk5jEhW8akjWmbHDXRD2GdfO3T2DviCeI0rs5bSAd75a+sycscNdEPYZJ4E6sJfTAt75aukzc8YOd0HYZxxr7iuCvZwW8M7XcQ23YsYOd0HYZxxr7iuCvZwW8M7XcQ23YsYOd0HYZxxr7iuCvZwW8M7XcQ23YsYOd0HYZ1x/7s+KO4AevfZhNAfgc9jLaQH1fDVEvYTAnlLfRHh6uTyN/iBJ4joflL2cFkigGOolBPaUeibC/UlS3ovp02yqxHRNEns5LZBAMdRLCOwpdSfCYTo7zn5RfDO9nX63ZzqiUWEvpwUSKIZ6CYE9pc5EyE4Eba5zHsR0Gih9OS2QQDHUSwjsKXUmQirMc80DR9ObMW3Es5fTAgkUQ72EwJ5S51r4m+1N9sOWUdca9nJaIIFiqJcQ2FPquZSzdSvQo0lE2/Ds5bRAAsVQLyGwp9Qj0JYuu4+sMezltEACxVAvIbCntJBAX3xyY3v7va9av/rD+28vfXjWsJfTAgkUQ72EwJ5Szz7Q7iZ8ax/oD+9vZ/z49+6v3tuWQGNAAsVQLyGwp9SZCPvtg+4HSfsjju9tv/XV7PuPt9/6rvHgi3vbEmgUSKAY6iUE9pQ6E6F90L17GtPzG/m65w/vv/Gb+sE//WJbAo0DCRRDvYTAnlLwRPr9zon0jwtRPt7+eeOx7Z/9UQKNAgkUQ72EwJ5S/6WcF8t10KcfdC+Gv7f9y/zfJw1hPn7zn5zvWWEvpwUSKIZ6CYE9pZ6JcJDNj7O/vnPnzmeXsy9be0BffFxsuj+/4ewE7Rfon8W6MRfo2KMQYhTCAp39YdK4T+vGT1s/lUAjRwIVEQMIdL7hPtfnxYftHzYE6p7IpE34ONAmPIZ6CYE9Jd9E+Oa3t3bfvdOx5+yka6BksJfTAgkUQ72EwJ7SySeCBBo5EiiGegmBPaUFJkLfUfi+7xlhL6cFEiiGegmBPaUFJkJ5/mfzPNAMCTQOJFAM9RICe0oLTITeK5FmEmgsSKAY6iUE9pQWmAgvPt5+s3stvAQaCxIohnoJgT2lRSbC9427MT2/Ua2HSqBxIIFiqJcQ2FNaaCJ8/0nqz/fy9U8JNDokUAz1EgJ7SpoIDuzltEACxVAvIbCnpIngwF5OCyRQDPUSAntKmggO7OW0QALFUC8hsKekieDAXk4LJFAM9RICe0qaCA7s5bRAAsVQLyGwp6SJ4MBeTgskUAz1EgJ7SpoIDuzltEACxVAvIbCnpIngwF5OCyRQDPUSAntKmggO7OW0QALFUC8hsKekieDAXk4LJFAM9RICe0qaCA7s5bRAAsVQLyGwp6SJ4MBeTgskUAz1EgJ7SpoIDuzltEACxVAvIbCnpIngwF5OCyRQDPUSAntKmggO7OW0QALFUC8hsKekieBAW85kjRk72wWh7SVT2FNi7c4VQVvOsSW3SsbOdkFoe8kU9pRYu3NF0JZzbMmtkrGzXRDaXjKFPSXW7lwRtOUcW3KrZOxsF4S2l0xhT4m1O1cEbTnHltwqGTvbBaHtJVPYU2LtzhVBW86xJbdKxs52QWh7yRT2lFi7c0Wwl9MGpYSglBDYU5JAHdjLaYNSQlBKCOwpSaAO7OW0QSkhKCUE9pQkUAf2ctqglBCUEgJ7ShKoA3s5bVBKCEoJgT0lCdSBvZw2KCUEpYTAnpIE6sBeThuUEoJSQmBPSQJ1YC+nDUoJQSkhsKckgTqwl9MGpYSglBDYU5JAHdjLaYNSQlBKCOwpSaAO7OW0QSkhKCUE9pQkUAf2ctqglBCUEgJ7ShKoA3s5bVBKCEoJgT0lCdSBvZw2KCUEpYTAnpIE6sBeThuUEoJSQmBPSQJ1YC+nDUoJQSkhsKckgTqwl9MGpYSglBDYU5JAHdjLaYNSQlBKCOwpSaAO7OW0QSkhKCUE9pQkUAf2ctqglBCUEgJ7ShKoA3s5bVBKCEoJgT0lCdSBvZw2KCUEpYTAnpIE6sBeThuUEoJSQmBPSQJ1YC+nDUoJQSkhsKckgTqwl9MGpYSglBDYU5JAHdjLaYNSQlBKCOwpSaAO7OW0QSkhKCUE9pQkUAf2ctqglBCUEgJ7ShKoA3s5bVBKCEoJgT0lCdSBvZw2KCUEpYTAnpIE6sBeThuUEoJSQmBPSQJ1YC+nDUoJQSkhsKckgTqwl9MGpYSglBDYU5JAhRBiQSRQIYRYEAlUCCEWRAIVQogFkUCFEGJBJFAhhFgQCVQIIRZEAhVCiAWRQIUQYkEkUCGEWBAJVAghFkQCFUKIBZFAhRBiQSRQIYRYEAlUCCEWRAIVQogFiVKgP7y//fPqyx//ftSxEPDi4yqu5ze25/zbv/mu+9NI+ddP0lTeeO+r+Xcv/vPP0v/fiz2UDumkK3vnZ985D/zV3/zX6ll03RSrQN/4TfmlBBoiteZb31VfljQeKr+MknTKF7yXx/Bk++2ZBNqlFuj2dj7nGg+88bfls+i6KVaB5l0+k0AR7v34fyn/3jy/UbT3n26Uhmj8NEZ++MX2G9ka1H/7z8XUl0D7qWda2jtvNx/410+2t39ZPIuumyIV6Bv/viiZBBrkh/ff+mP596YSaOqJeXDNn8bIvWqN6ftf5DlIoP00ZtrzG9mXjQceF81E2E2RCvTH/++Ncv7P//3+k2wbLN+NdW/7l3/89+U36Q/Srdb/8NVoYx2fJ9s/r3q9Fmj5UPOnEfL8Rv3en9944zfzDfq3M4E+/0W5Vd9sojSvP97YfpNqLWspNLpk/mXjgTS1+foMXzfFKtDfP57/oSvK9WS+b++NrIz3tv+q3lHzvPGDSLmXblPdKxq8K9DmTyPkcXNNM7VmLdD/+Ua1p7jZRE/yH3Dt51sKDTHOt16apixmI2E3RSvQ4o/evIpph7/3X2cvfpcfW7qXToDvZulqwi/zvaU/+2724j9tU/1VXCq5M58UU765CV+4ofHT+KhWnXLyHMpN+O23vuproidR2nPW8OWLP7b2gc6qviLspmgF6uyIqf4AZv8We7XyvVjlDx7Hu0srf+s/vD/ftV8KNJsEP+/8ND7cd563VClQTxM92Y40q+ZR+DwbV6D514TdFK9A57bMv2zsgklLe2/e71nbv/i4qGW95hUbLz7OW7s4KNI+jcn9aXy4O+wcgXqaiGv9aok0zgP92+I80LZAGbspYoHmf+nyL6u/efl398p1q7cb5/hFuw3//EZugifOLuHt7f/wTz0/jY+BNVBPE0Us0NyR/6n3FOy5QBm7KWKB5r1cCLQ6i8IVaGOzg6imS+VxlUC2kt5eE3d/Gh8D+0A9TfSE6yyd5VFOssfbPWcQzv+sMHZTzALNunx4DZRrd8wqaMz+bOK3BNr6aYS0j8LP+gTabKLoBZpG455BmPF4vjuNsJuiFmja2v9X3z7Q5tYXz9/ClVDN9+wkx45AWz+NkPZ5oD0Cba+l8shhqTQ285wzCIuHfknaTVELNC3Zv73RcxS+6v30f28VFzhHuueqOilvfpeHlkBbP42Re9tvFldZ9F2J1G0iCbTciG8I9Hd5QpTdFLdAs9P16vNA/9snxXmgde+nfxrfSufH/Hy+CHEut0ub3BVo+6cxkk726lr4N8s96wNNJIFmkWURlQ+8+Ne/zucdZzdFLtDUnD1XItW9X/5g+2ejDXZUHtfT/Xk2/12Btn8aJS8+KXfcvVdca5Cd4uVtIgk0j+jn7t2Yst7h7KbIBVrdxsC5Fr7R+8VlzP80yjhHp7n7Lv36bVegnZ9Gins/0Nn/f6Mt0GYTSaCz4jhS436g81OKKbspSoEKIcQykECFEGJBJFAhhFgQCVQIIRZEAhVCiAWRQIUQYkEkUCGEWBAJVAghFkQCFUKIBZFAhRBiQSRQIYRYEAlUCCEWRAIVQogFkUCjZT8p2bpwt37w3KPe5/Y+vMBrDiynHtCcS4ss6oQjbYRwDfq9o0lgXC/NQfLKl6t9BbE8JNBocXx14VH54GoEev9Hj4LLGVegSbLxEfALEqhoIoFGi+urQjsrEmj5+6daoJC4JFDRRAKNlv1yok6/+SC1x+bwc5cjUIDpzeGhLJdqYNP/73JI2TkSqGgigUbLfmOiHgQ2YNdfoLPZ8Q7ywhKoaCKBRktToNmm7JA9YhAo9sISqGgigUaLI9B09Sv/bi6U9LtL088mSXL2w/K5hWeefpA+ulEctc+V8yDd9N24mP70wTvZwajyeP432ROLQ9sH1T5NdzmvfdgzLMdj6Td72Quc+ai1SHekr6bPGH54Prx0nC09uWuge92xtwdbCvQwDefLznKd8TpZZSOaL23+THiE4lQjgUaLI9B05ufb8JV/Xr/ZPLhUeuagPGD90+KX/s1+efzldvNQ9vR2eWAms0xXoOVyLnaH1RbobnF4x11kY6T/w2Xg4Wnxdl75wCPQ6TeXiy/bL+QOthDo4WT+09ZyG+NtZdUjUGyE4lQjgUaLI9Bsuu/NGv5JVyYf5i7ZnFUPZ086+0W6hnZ5/uR8zqcrn9nTzuTP/zSpnpitlD697P5+Yznn7ua/1t0cbgs0U/LTD32LzEa68dNHs6c3i2V5Hy4H2hZoTXEqV/uF3MHOBXo0qXztLNcdbzOrHoFiIxSnGgk0WgIC3Sye5K6YFitpNytd5JO/+fzCDvNvy99wBVo+WizGpSPQvXJJfYvMXnmveObAw9Wey4MBgZ692/dCrcHmS6r82V6uM14nqz6BQiMUpxoJNFo6Ar00a/in+Fmhk/nDB9Wh+vl0rwW4X/5k/pTD8tvyGa5AD0vLHPYc+28LtHgFzyIrT5Vvp//hg8b78Qp0/grtF2oNNnvnlT87y63H286qR6DOCPd9IxSnGgk0WobXQDerZ2UPlP8vf2P+hHKtr/GTthL3+wQ6eJikLdDO4fu2KTfLN+B/uLHM/bZAy+VnJ8O6r9Vy75xUhxcqxXWW25NIMZYegWIjFKcaCTRa3Im63xLoJedZ+cMNm82/rGd9n0CffXPn1qtJn0AHT2pqC7R5alF3kW0v9T/ceD/+o/DlcbTWC7UGezTJV1bni+sstxpvJ6u+o/DuCDedJQkOJNBoGT4KX5zRU0znfdeXnQc6Ar3/arldvDSB9i5yiQIt92K0XqhHoGcnxUIGBepmFRaoZ4TiVCOBRosj0NQL7jGYl1oDnZ+Ss7X764e9m/CLCNSzSFignvW75lAOk2LHrvNCXYGee3RQHDPrLFdroLEhgUZL75VIPQId3AfaL9DiTKD6B22BdvchVngE6lkkJlBkH2i5Btp+odZg80NC5cH2vn2g7UQ6+0D3+wSqfaCkSKDR0pyo98sz4NsHsYt5Xh78Kbfsq5W1XoHWq1/uBU7lv9WB7dRG5a6Cin6B+haJCXToKHzzSqS+sbcGW50Hmi+m5yh8LXwnq2oV03Na00HD0xIoDxJotNSrVvlFmOV5nOVplJeK74fPAw0I9CDpE2i1nL6VrZBA3UWCAh04D7Q6Cn85cfdTFE9tDbZYUrER33MeaDH4nqzm3x8mvQJNl7TZO0JxqpFAo2XgfqD5lUivP5o9/cC5vqd5dU32cGgTPnveXMDZWZHTh9VyDk9wJZK7CV8v8kQCLX59+Eqk+Tpj54UOe65Eqg66HXSuRKp3ZTpZlRc0ZXcY6BNo9vMLd3UlEhsSaLQ47ih2+9X+OT8/XadaEZ0LtnMtfL9Aj4urvJMLn86tdJjM13EXuBa+XKNrL/JkAp0W7/bs/+4XaHHRevuFeq+Fz7X6qLPc5uDdrKpr3c992i/Q2e3+EYpTjQQaLc2PA3pYP1j6J1v7rG6u1Lob08X58/2nMeX3Gdq48EW16+9++mubj1rLge7GVH7TXuTJBOq/G1MnhM7Ye+/GlP3mpc5yncE7WRXLPXO9/yh8xje6GxMfEqjo0jgKv24s6+PxrJYrTjcSqOiydgIdPHHqFC5XsCCBii5rJ9CDxrlIy3xnq1quYEECFV3WTqCp3zaup+uJ9yfL3cG4quUKFiRQ0WXtBJrdQb44yH03+NzTsFxBggQquqyfQGfPbme3CHntw2Uf6VnVcgUHEqgQQiyIBCqEEAsigQohxIJIoEIIsSASqBBCLIgEKoQQCyKBCiHEgkigQgixIBKoEEIsiAQqhBALIoEKIcSCSKBCCLEgEqgQQiyIBCqEEAvy3wF7M7Y9qfcEKAAAAABJRU5ErkJggg==" width="672" /></p>
<pre class="r"><code>#Generate a receiver operator curve to test the model&#39;s effectiveness
logit.pred.any &lt;- predict(logit.02, type = &quot;response&quot;)
ci.pred.any &lt;- ci.thresholds(roc(as.numeric(data$prestige), logit.pred.any), conf.level = 0.95)
roc.any &lt;- plot.roc(as.numeric(data$prestige), logit.pred.any,
                    main = &quot;Model 2 Predictive Power (Prestigious Postings)&quot;, ylab = &quot;True Positive Rate&quot;, xlab = &quot;False Positive Rate&quot;,
                    print.auc = TRUE, print.auc.x = 0.5, print.auc.y = 0.1)
plot(ci.pred.any, length = .01 * ifelse(attr(ci.pred.any, &quot;roc&quot;)$percent, 100, 1), col = par(&quot;fg&quot;))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>##Similar results to Model 1</code></pre>
<pre class="r"><code>#Generate a rough approximation of Table 1
hold_margins1 &lt;- summary(margins(logit.01))[2]
hold_margins2 &lt;- summary(margins(logit.02))[2]
#Dataset variables are not in the model alphabetically, so need to rearrange the margins output to be in the correct order
reorder &lt;- c(8, 1, 2, 3, 4, 7, 6, 5)
models_summ_hold &lt;- data.frame(hold_margins1, hold_margins2, reorder)
#Add a dummy row for the model intercept
models_summ_hold &lt;- insertRows(models_summ_hold, 1, new = c(NA, NA, 0))
models_summ_hold2 &lt;- models_summ_hold %&gt;% arrange(reorder)
#Bring everything together
model_vars &lt;- c(&quot;Intercept&quot;, &quot;APA Attendance&quot;, &quot;Other Dip. Academy&quot;, &quot;RDA Attendance&quot;, &quot;Experienced&quot;,&quot;Same as Prior Year Posting&quot;, &quot;Age on January 1&quot;, &quot;Served as Foreign Minister&quot;, &quot;Born in a Capital City&quot;)
colnames(models_summ_hold2) &lt;- c(&quot;M1 Margins&quot;, &quot;M2 Margins&quot;)
table1_rough &lt;- data.frame(model_vars, summary(logit.01)$coefficients[ , 1], summary(logit.01)$coefficients[ , 4], models_summ_hold2$`M1 Margins`, summary(logit.02)$coefficients[ , 1], summary(logit.02)$coefficients[ , 4], models_summ_hold2$`M2 Margins`)
colnames(table1_rough) &lt;- c(&quot;Variable&quot;, &quot;Model 1 coef&quot;, &quot;Model 1 p-value&quot;, &quot;Model 1 margins&quot;, &quot;Model 2 coef&quot;, &quot;Model 2 p-value&quot;, &quot;Model 2 margins&quot;)
rownames(table1_rough) &lt;- 1:nrow(table1_rough)</code></pre>
<pre class="r"><code>#View the table
table1_rough</code></pre>
<pre><code>##                     Variable  Model 1 coef  Model 1 p-value Model 1 margins
## 1                  Intercept  -0.795924719 0.05306523763844              NA
## 2             APA Attendance  -0.529514857 0.06859683666145   -0.0834270327
## 3         Other Dip. Academy -13.659329111 0.96973084180913   -0.2451376441
## 4             RDA Attendance   0.514477204 0.00025004340311    0.1043091296
## 5                Experienced  -0.664329329 0.00000004596859   -0.1228502236
## 6 Same as Prior Year Posting   0.199115274 0.10344437439021    0.0368211290
## 7           Age on January 1  -0.004303792 0.58989911212592   -0.0007958731
## 8 Served as Foreign Minister   0.044419734 0.80965109155439    0.0082142606
## 9     Born in a Capital City  -0.334092296 0.02683813846743   -0.0617815766
##   Model 2 coef Model 2 p-value Model 2 margins
## 1  -0.74920626 0.0683610605498              NA
## 2  -0.63309018 0.0283091094751   -0.0975101756
## 3  -0.12193566 0.7799273634392   -0.0216075088
## 4   0.43697209 0.0015043195602    0.0878082714
## 5  -0.64314280 0.0000001091221   -0.1191940402
## 6   0.19572890 0.1090009367359    0.0362745548
## 7  -0.00511986 0.5210507830177   -0.0009488667
## 8   0.06535046 0.7220191219252    0.0121114394
## 9  -0.32922172 0.0293432929283   -0.0610148590</code></pre>
<pre class="r"><code>##Switching to a check of UNGA voting similarity
#Import UN voting data
votes &lt;- un_votes %&gt;%
  inner_join(un_roll_calls, by = &quot;rcid&quot;)</code></pre>
<pre class="r"><code>#Reformat dates as year only
votes$date = as.Date(votes$date)
votes$year = lubridate::year(votes$date)</code></pre>
<pre class="r"><code>#Change the country code to use COW for simplicity and merging purposes if desired
votes$country_code &lt;- countrycode(votes$country, origin = &#39;country.name&#39;, destination = &#39;cown&#39;)</code></pre>
<pre class="r"><code>#Switch vote format to numeric instead of string for ease of analysis; 1 for yes, 0 for no, and 9 for abstention
votes$vote &lt;- ifelse(votes$vote == &quot;yes&quot;, 1, ifelse(votes$vote == &quot;no&quot;, 0, 9))</code></pre>
<pre class="r"><code>#Take only votes since KAZ independence and then subset for Russia and Kazakhstan
votes1 &lt;- subset(votes, year &gt;= 1992)
votes2 &lt;- subset(votes1, country_code == 705 | country_code == 365)</code></pre>
<pre class="r"><code>#Summarize by vote outcome across roll call IDs, then isolate out any votes that only one of the countries participated in
dummy1 &lt;- summaryBy(vote ~ rcid + country_code + year, data = votes2, fun = c(&quot;sum&quot;))
dummy2 &lt;- dummy1 %&gt;% dplyr::count(rcid)
dummy3 &lt;- subset(dummy2, n == 2)
usable1 &lt;- subset(dummy1, rcid %in% dummy3$rcid)</code></pre>
<pre class="r"><code>#Split the two apart by country, then rebind them as columns
kaz &lt;- subset(usable1, country_code == 705)
rus &lt;- subset(usable1, country_code == 365)
rebind &lt;- data.frame(kaz$rcid, kaz$year, kaz$vote.sum, rus$vote.sum)
colnames(rebind) &lt;- c(&quot;rcid&quot;, &quot;year&quot;, &quot;kaz_vote&quot;, &quot;rus_vote&quot;)</code></pre>
<pre class="r"><code>#Calculate vote agreement by year
rebind$agmt &lt;- as.numeric(rebind$kaz_vote == rebind$rus_vote)
table(rebind$agmt)</code></pre>
<pre><code>## 
##    0    1 
##  636 1730</code></pre>
<pre class="r"><code>sum_agmt &lt;- summaryBy(agmt ~ year, data = rebind)
mean(rebind$agmt) * 100 #73.12 average overlap</code></pre>
<pre><code>## [1] 73.11919</code></pre>
<pre class="r"><code>#Run the model
un.lm.data &lt;- data.frame(sum_agmt, rus_mid_avg[1:28, 2])
colnames(un.lm.data) &lt;- c(&quot;Year&quot;, &quot;Agreement&quot;, &quot;RDA_Share&quot;)
model.un &lt;- lm(un.lm.data$Agreement ~ un.lm.data$RDA_Share)
summary(model.un)</code></pre>
<pre><code>## 
## Call:
## lm(formula = un.lm.data$Agreement ~ un.lm.data$RDA_Share)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.14614 -0.04855  0.01072  0.06544  0.12264 
## 
## Coefficients:
##                      Estimate Std. Error t value         Pr(&gt;|t|)    
## (Intercept)           0.66921    0.05234  12.786 0.00000000000101 ***
## un.lm.data$RDA_Share  0.36661    0.29942   1.224            0.232    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.07939 on 26 degrees of freedom
## Multiple R-squared:  0.05452,    Adjusted R-squared:  0.01815 
## F-statistic: 1.499 on 1 and 26 DF,  p-value: 0.2318</code></pre>
<pre class="r"><code>#Plot the results as Figure 6
plot(sum_agmt, xlab = &quot;Year&quot;, ylab = &quot;Percent Agreement&quot;, main = &quot;Figure 6: Kazakhstan UNGA Voting Similarity with Russia&quot;, pch = 19, col = &quot;blue4&quot;, type = &quot;b&quot;)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Unused plot of linear relationship
ggplot(un.lm.data, aes(x=RDA_Share, y=Agreement)) +
  geom_point(pch = 19, col = &quot;darkslategray4&quot;) +
  geom_smooth(method=lm, se=FALSE, col=&#39;red3&#39;, linewidth=2) +
  xlab(&quot;Share of RDA Alumni in KZ Ambassadorial Corps&quot;) +
  ylab(&quot;Agreement on Votes&quot;) +
  ggtitle(&quot;UNGA Voting Overlap between Kazakhstan and Russia, 1992-2019&quot;, ) +
  theme(plot.title = element_text(hjust = 0.5))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>##Limiting the UNGA voting to only those marked as &quot;important&quot; in the dataset
#Take only votes since KAZ independence and then subset for Russia and Kazakhstan
imp_votes1 &lt;- subset(votes, importantvote == 1 &amp; year &gt;= 1992)
imp_votes2 &lt;- subset(imp_votes1, country_code == 705 | country_code == 365)</code></pre>
<pre class="r"><code>#Summarize by vote outcome across roll call IDs, then isolate out any votes that only one of the countries participated in
dummy4 &lt;- summaryBy(vote ~ rcid + country_code + year, data = imp_votes2, fun = c(&quot;sum&quot;))
dummy5 &lt;- dummy4 %&gt;% dplyr::count(rcid)
dummy6 &lt;- subset(dummy5, n == 2)
usable2 &lt;- subset(dummy4, rcid %in% dummy6$rcid)</code></pre>
<pre class="r"><code>#Split the two apart by country, then rebind them as columns
kaz2 &lt;- subset(usable2, country_code == 705)
rus2 &lt;- subset(usable2, country_code == 365)
rebind2 &lt;- data.frame(kaz2$rcid, kaz2$year, kaz2$vote.sum, rus2$vote.sum)
colnames(rebind2) &lt;- c(&quot;rcid&quot;, &quot;year&quot;, &quot;kaz_vote&quot;, &quot;rus_vote&quot;)</code></pre>
<pre class="r"><code>#Calculate vote agreement across by year
rebind2$agmt &lt;- as.numeric(rebind2$kaz_vote == rebind2$rus_vote)
table(rebind2$agmt)</code></pre>
<pre><code>## 
##   0   1 
## 126 195</code></pre>
<pre class="r"><code>sum_agmt2 &lt;- summaryBy(agmt ~ year, data = rebind2)
mean(rebind2$agmt) * 100 #60.75 average overlap</code></pre>
<pre><code>## [1] 60.74766</code></pre>
<pre class="r"><code>#Run the model for &quot;important&quot; votes
un.lm.data2 &lt;- data.frame(sum_agmt2, rus_mid_avg[1:26, 2])
colnames(un.lm.data2) &lt;- c(&quot;Year&quot;, &quot;Agreement&quot;, &quot;RDA_Share&quot;)
model.un2 &lt;- lm(un.lm.data2$Agreement ~ un.lm.data2$RDA_Share)
summary(model.un2)</code></pre>
<pre><code>## 
## Call:
## lm(formula = un.lm.data2$Agreement ~ un.lm.data2$RDA_Share)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.36674 -0.10679 -0.01446  0.14408  0.40367 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)             0.5784     0.1373   4.212 0.000308 ***
## un.lm.data2$RDA_Share   0.1212     0.7754   0.156 0.877069    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.2028 on 24 degrees of freedom
## Multiple R-squared:  0.001017,   Adjusted R-squared:  -0.04061 
## F-statistic: 0.02444 on 1 and 24 DF,  p-value: 0.8771</code></pre>
<pre class="r"><code>#Unused plot showing percentage overlap by year
plot(sum_agmt2, xlab = &quot;Year&quot;, ylab = &quot;Percent Agreement&quot;, main = &quot;Kazakhstan UNGA Voting Similarity with Russia&quot;, pch = 19, col = &quot;blue4&quot;, type = &quot;b&quot;)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>#Plot the linear regression results as Figure 7
ggplot(un.lm.data2, aes(x=RDA_Share, y=Agreement)) +
  geom_point(pch = 19, col = &quot;darkslategray4&quot;) +
  geom_smooth(method=lm, se=FALSE, col=&#39;red3&#39;, size=2) +
  xlab(&quot;Share of RDA Alumni in KZ Ambassadorial Corps&quot;) +
  ylab(&quot;Agreement on &#39;Important&#39; Votes&quot;) +
  ggtitle(&quot;Figure 7: UNGA Voting Overlap between Kazakhstan and Russia, 1992-2017&quot;, ) +
  theme(plot.title = element_text(hjust = 0.5))</code></pre>
<p><img 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